$CIFR
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说明NBIS对应META/MSFT，谷歌通过Fluidstack与CIFR/WULF做机房交易。
回复 @JonahK44：$NBIS 是 $META 和 $MSFT。 $GOOGL 通过 Fluidstack 做了很多交易，从 $CIFR 到 $WULF，获取更多托管机房。我猜是为了接入更多 TPU。
英文原文
@JonahK44 $NBIS is $META and $MSFT. $GOOGL has done a lot of Fluidstack deals with $CIFR to $WULF for more Colo. my guess is to plug in a lot more of their TPUS
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复盘NBIS跑赢Neocloud篮子，接近1000亿市值预测。
$NBIS 有动漫剧情护甲！ 很高兴听说 Weebius 跑赢了市场和 Neocloud 篮子（$IREN / $CIFR）。 去年 MSFT 财报后，我在 Nebius 第四季度财报后给过一个预测：Nebius 会达到1000亿美元市值。 我们现在坐在600亿美元市值，越来越近了！
英文原文
$NBIS has anime plot armor! Happy to hear Weebius has been outperforming the market and Neocloud basket ( $IREN / $CIFR ). Last year post MSFT earnings, I gave a prediction after Q4 earnings, Nebius would reach a $100B MC. We’re currently sitting at $60B MC, getting close! https://t.co/e96TirkJT8
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用命名对比说明对散户而言，酷一点的名字会更有吸引力。
@Sermario 不。你对场外散户说： “$CIFR 刚刚上线了 300MW 的 Barber Lake 数据中心！” 和 “$CIFR 刚刚在 Barber Lake 上线了 300MW 的 Leviathan Megacluster！” 你看看哪个更能吸引注意力、也更容易拿到估值溢价。
英文原文
@Sermario No. Tell a retail investor outside of X: " $CIFR just launched their 300MW Barber Lake datacenter!" vs. " $CIFR just launched their 300MW Leviathan Megacluster in Barber Lake". And see which gets more attention/valuation premium.
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认为 neocloud 的数据中心如果有更酷的命名，估值可能会更高。
这是我的一个热观点： 像 $NBIS 或 $IREN 这样的 neocloud，如果把数据中心起个更酷的名字，估值可能会高 1.3 倍。 酷名字示例： - $POET 的 “Starlight” - $NVDA 的 “Blackwell” 但数据中心呢？ - $IREN 的 “Prince George” - $CIFR 的 “Barber Lake” 为什么要把 AI 数据中心命名成你的理发师名字，或者英国小孩的昵称？ 我发誓，除了现有投资者之外，没人会对 Iren 的 “Prince George” 数据中心上线感到兴奋。 但如果大家都看到 $NBIS 的 “Singularity” AI 数据中心上线，那听起来就酷多了。 Nebius 现在本该值 400 亿美元了。
英文原文
This is my hot take: Neoclouds like $NBIS or $IREN would command 1.3X higher valuation... If they renamed their datacenters to something cool. Cool Name Examples: - $POET "Starlight" - $NVDA "Blackwell" But datacenters? - $IREN "Prince George" - $CIFR "Barber Lake" Why are you naming an AI datacenter after your hair cut stylist or a British Kid nickname? I swear, nobody outside existing investors are going to hyped over Iren's "Prince George" datacenters coming online. But if everyone see's $NBIS "Singularity" AI DC coming online, that just sounds badass. Nebius would be worth $40B by now.
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警惕与股票“结婚”，投资逻辑变化时应果断调整持仓。
大多数 X 用户都会犯与股票“结婚”的错误。 如果你的投资逻辑因 $HIMS 或 $IREN 发生实质性变化，你的持仓也应随之调整。 如果去年你对 $IREN 的看多逻辑是通过托管(Colo)业务变现 3GW 产能。 那么如果该公司： -> 在 122 亿市值下不可避免地向你稀释 60 亿美元 -> 在每次反弹中将这些股份抛向公开市场 -> 转向 GPU 业务 你的逻辑已经变了。 这很可能是一个退出以追求更具非对称性机会的时机。 如果你对 $HIMS 的逻辑是它是医疗界的亚马逊。 但如果他们被 $NVO 和美国政府起诉至绝境，退出是合理的。 但如果随着 $NVO 撤诉并达成合作，逻辑重新成立，那么再次做多也没有问题。 每个月都有许多因催化剂或基本面而改变的事情。 如果你仍在为必然发生的、针对你 $IREN 持仓的 60 亿美元新股抛售而欢呼。 而你唯一的理由就像 $AMC 投资者那样“信任管理层”。 也许现在是时候问问自己： 你是否因为与股票“结婚”而忽略了所有危险信号？
英文原文
Most people on X make the mistake of getting married to a stock. If your thesis materially changes with $HIMS or $IREN, so should your position. If the bull case with $IREN last year was monetizing 3GW capacity through colo. Then if the company: -> inevitably dilutes you $6B off a $12.2B MC -> sells those shares into the open market in every rally -> pivots to GPU offerings Your thesis has changed. And it’s likely a time to exit to pursue more asymmetric opportunities. If your thesis with $HIMS was that they’re the Amazon of healthcare. But they get sued to oblivion by $NVO and the US gov. It’s respectable to exit. But if the thesis is back online given $NVO dropping their lawsuit and partnering up, then there’s nothing wrong with going long again. A lot of things change every month with catalysts or fundamentals. If you’re still cheering on an inevitable $6B worth of new shares getting sold against your $IREN positions on every rally. And your only qualifier is “Trusting in Management” like $AMC investors. Maybe it’s a good time to ask yourself this: Are you ignoring every red flag because you’re married to the stock?
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建议做多与谷歌有协议的电力股，避免稀释抛压。
@eddyluxe_ 如果存在电力需求，做多与谷歌(Google)有协议的 $WULF 或 $CIFR 可能是更好的主意。 这避免了 60 亿美元的新股稀释，以及在任何反弹中对你不利的抛压。
英文原文
@eddyluxe_ If there’s a demand for power, might be a better idea to long $WULF or $CIFR that have agreements with Google. It comes without a $6B new share dilution, and all that selling pressure against you in any rallies.
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因巨额稀释及风险收益失衡，作者看空 $IREN 并推荐 $CIFR 和 $NBIS。
我看不到任何持有 $IREN 的 compelling case（有力理由）。 尤其是考虑到在 $128亿市值下新增 $60亿的股票稀释。 人们可能会看到市值膨胀至 $200-$250亿。 但他们的股份价值会随时间递减。 风险收益比已经不再存在。 像 $CIFR 这样的公司，通过 Fluidstack 为 $AMZN 和 $GOOGL 提供 Colo（数据中心托管）模式，提供了更具非对称性的上行空间。 而像 $NBIS 这样的公司则提供更好的多元化（Robotaxis（自动驾驶出租车）、ClickHouse），执行风险更低，且资本支出得到良好支持。 对于 $IREN，无法合理化接近市值一半的稀释并为此欢呼。 即使有新的 Hyperscaler（超大规模云服务商）交易，风险收益比也不存在。 我去年对 $IREN 看多，但已卖出。持有者经历了从： -> 3GW 容量，轻资产，Colo 模式（我曾看好） -> 为 $MSFT 购买 GPU 并为其转型的执行风险欢呼（我不看好） 到 -> 为 $60亿新股稀释欢呼，并在公开市场上被反向抛售。（AMC 接盘者领地） 如果你努力证明新的 ~50% 稀释是好事，且在你持仓被抛售时信任管理层： 抱歉告诉你，你现在加入了数据中心领域的 $AMC 等价俱乐部。 市场上有更好的多头标的。
英文原文
I see zero compelling case to hold $IREN. Especially given the new $6B share dilution at a $12.8B marketcap. People will likely see that marketcap inflate to $20-$25B. But the value of their shares decrease over time. The risk reward is just not there anymore. Companies like $CIFR offer much more asymmetrical upside given their colo model for $AMZN and $GOOGL through Fluidstack. And companies like $NBIS offer much better diversification (robotaxis, clickhouse), derisked execution, and are well supported for capex. With $IREN, there’s no way to justify being diluted close to half the market cap and cheering that on. Even with a new hyperscaler deal there’s risk reward is just not there. I was bullish $IREN last year but sold it. As holders went from: -> 3GW capacity, asset lite, Colo model (was a fan of this) -> Buying GPUs for $MSFT and cheering on execution risks from the pivot (not a fan) Into -> Cheering on $6B of new share dilution + getting sold on the open market against their positions. (AMC bagholder territory) If you’re trying hard to justify why new ~50% dilution is a good thing sold against your positions and trusting in management: Sorry to tell you, that you’re now in the $AMC equivalent club for datacenters. There are much better longs out there.
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列举AI半导体供应链各环节代表公司及代码
@jahintanvir_ 大概包括这些： 内存 - $MU, 三星, SK海力士, 闪迪 晶圆代工, 封装 - $INTC, $TSM, $AMKR 光子学(Photonics) - $LITE, $COHR, $AAOI 专用集成电路(ASICs) - $AVGO, $MRVL 连接 - $ALAB, $CRDO 电力/电网 - $XLU 数据中心 - $NBIS, $CIFR, $WULF
英文原文
@jahintanvir_ Probably the likes of these: Memory - $MU, Samsung, SK Hynix, Sandisk Foundries, Packaging- $INTC, $TSM, $AMKR Photonics - $LITE, $COHR, $AAOI ASICs - $AVGO, $MRVL Connectivity - $ALAB, $CRDO Power/Grid- $XLU Datacenters - $NBIS, $CIFR, $WULF
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深度解析$IQE：通过出售台湾业务去债，转型InP光子学产能，类比矿企转AI。
深入解析 $IQE（市值1.79亿美元）： IQE隐藏的磷化铟(InP)期权价值 vs LandMark 35亿美元的估值。以及 $IREN / $CRWV 等“矿企”向光子学(Potonics)转型的逻辑： 此前我做过一个高层级的“淋浴思考”概览，例如 $AXTI -> $IQE -> $LITE -> $GOOGL TPUs，但这次是更深入的尽职调查(DD)。 基本上：IQE是全球最大的独立商用化合物半导体外延晶圆代工厂，按反应炉数量和物理产能计算。 然而，由于受困于低毛利的传统无线业务和短期流动性约束，其估值处于困境状态。 LandMark Optoelectronics (TPEX: 3081) 是最接近的对比标的。作为800G和1.6T光互连市场中AI InP需求的纯代理标的，LandMark市值约38亿美元，相比市值1.75亿美元的 $IQE 享有巨大溢价。 但如果深入看底层硬件，这种脱节非常有趣： LandMark的运营规模在物理上受限。据估计，他们在台湾单一校区仅运营约27-30台金属有机化学气相沉积(MOCVD)反应炉。 相比之下，IQE在全球拥有超过100台MOCVD和分子束外延(MBE)系统。 IQE光子学资产基础的潜在重置价值和结构性产能似乎远超其当前公开市场估值。 这有点像比特币矿企拥有3GW产能 vs 750MW产能，如果进行转换，前者有巨大的变现期权价值。 我们也看到了光模块瓶颈： -> 下游对光收发器(Optical Transceivers)的需求正在以前所未有的速度加速。 -> 来自 $GOOGL、$MSFT、$AMZN 等的极端需求直接向上游硬件供应链传导。 这给Innolight等光模块集成商、$COHR、$LITE 和 $AVGO 等光组件制造商，以及最终为 foundational 激光芯片生长原始外延晶圆的商用外延代工厂带来了巨大压力。 由于其他玩家触及物理产能天花板，像 $COHR 这样的垂直整合玩家已满载，超大规模云厂商和模块制造商迫切需要在 $IQE 这样的玩家中寻找替代产能。 而且... 隐藏在IQE合并报表之下的是大量的 Aixtron AIX 2800G4-TM 反应炉。 这些反应炉原生具备双能力(GaAs/InP)，可以以相对较低的成本（每台50万-150万美元）重新用于InP生产，但需要数月或一年时间来重构。当然，执行层面增加了资格认证和良率风险（类似于比特币矿企对GPU进行软件编排，如 $CRWV）。 但无论如何，IQE拥有类似 $IREN 或转型HPC的比特币矿企那样的产能。而LandMark证明了纯代理标的带来的估值溢价。 核心问题.. 释放被困价值： 虽然IQE的营收远高于LandMark，但由于4500万英镑的总债务，其股价（1.75亿美元市值）被定价为破产边缘。 但对超大规模云厂商来说，这笔债务微不足道： 其正在进行的由Lazard指导的战略审查的明确目标是：最终完成IQE台湾（传统GaAs无线业务）的出售，并利用所得资金彻底且永久地消除母公司的限制性债务结构。 再次强调，其可转换贷款票据面值2120万英镑，公司实收1800万英镑。净债务为2350万英镑。 -> 需要立即清除的债务负担：2350万英镑汇丰设施 + 2120万英镑CLN = 约4500万英镑。 假设IQE台湾单元以1亿至1.5亿英镑的高价出售（不保证），IQE在完全无债后将获得5000万至1亿英镑的盈余现金。 然而，射频GaAs目前并不“热门”，因此在困境资产出售中可能仅值5000万至6000万英镑，这足以清偿债务，但缓冲空间很小。 地缘政治转向： 一旦无债，IQE可以将其在北卡罗来纳州和威尔士等地大量闲置的制造产能转向数据中心InP外延晶圆市场。 这为光子学中最关键的瓶颈创造了一条完全资本化、纯西方的供应链，在美国和英国高度重视国内半导体基础设施之际，减少了对亚洲的依赖。 基本上，鉴于 $IQE 拥有的原始资产数量： -> 成功出售台湾业务将消除持续经营风险，清除所有债务，并让他们直接向Tier 1光模块玩家变现其6英寸InP外延晶圆技术。 这是一笔基于成功重组以释放被困价值的深度资产价值交易。且它已是超大规模云厂商光网络的知名供应商（并非科学实验项目）。 下行风险是过度稀释和重组失败。但鉴于其对西方供应链和超大规模云厂商供应链的地缘政治重要性，似乎有更多缓冲。 我个人决定将其作为巨大的潜在反转机会做多。但再次强调，这不适合所有人，风险极高。 TLDR： -> IQE被定价为困境中的射频供应商。 -> 它拥有真正具备光子学能力的硬件基础设施。 -> 如果4100万英镑总债务被移除，且管理层将资本支出重新分配给InP，股权可能大幅重估。 -> 重组+产能期权交易，风险极高但上行空间也极大。 最接近的类比是 $IREN 或 $CIFR 等将GW产能转向AI HPC的比特币矿企。他们拥有大量物理硬件（GW产能），需要资金进行转型（通过出售台湾业务或稀释）。 我乐观地认为他们能做到（像 $INTC 那样，鉴于其对西方的地缘政治重要性，有回旋余地）。 下行风险是极端稀释，这始终是一种可能性（意味着你的股权可能被清零以清偿债务或帮助重构）。 我只是发现4500万英镑总债务（占流通股本+债务的14.4%）并非不可承受，且管理层正试图通过资产出售而非股东稀释来清除债务。 只想发布更深入的拆解和这个非常二元化的**高风险**但潜在高回报交易更多风险。
英文原文
Here's a deeper look into $IQE ($179M): IQE's hidden InP optionality versus LandMark's $3.5B valuation. And the $IREN / $CRWV "miner" pivot to photonics: Before I did a high-level shower thought overview eg. $AXTI -> $IQE -> $LITE -> $GOOGL TPUs, but this is slightly more DD. Basically: IQE is the largest independent merchant compound semi epitaxial foundry in the world by reactor count and physical capacity. However, it's trading at distressed valuations because it's burdened by a low-margin legacy wireless business, and near-term liquidity constraints. LandMark Optoelectronics (TPEX: 3081) is the closest comparison. As a pure-play proxy for AI InP demand in the 800G and 1.6T optical interconnect market, LandMark commands a ~$3.8B billion market cap with large premiums in comparison to $IQE which is trading at a $175M MC. But if you look deeper at the physical hardware, the disconnect is pretty fascinating: LandMark's operational scale is physically limited. They only operate around 27 to 30 Metal-Organic Chemical Vapor Deposition (MOCVD) reactors out of a single campus in Taiwan per some estimates. IQE, by stark contrast, possesses well over 100+ MOCVD and MBE systems globally. The underlying replacement value and structural capacity of IQE’s photonics asset base looks to vastly exceeds its current public market valuation. Kind of like if a Bitcoin miner has 3GW capacity, vs 750 MW, there's large optionality to monetize it if they convert it. And we're seeing an transceiver bottleneck too: -> The downstream demand for optical transceivers is experiencing unprecedented acceleration. -> Extreme demand, from $GOOGL, $MSFT, $AMZN and others flow directly up the hardware supply chain. This puts immense pressure on transceiver integrators like Innolight, optical component manufacturers like $COHR, $LITE, and $AVGO, and ultimately, the merchant epitaxial foundries that grow the raw epiwafers required for the foundational laser chips. And since other players are hitting a physical capacity ceiling, vertically integrated players like $COHR are capped out, hyperscalers and module makers are desperate for alternative capacity in players like $IQE And.. Hidden entirely beneath IQE's consolidated corporate lines is a massive fleet of Aixtron AIX 2800G4-TM reactors. These are natively dual-capable (GaAs/InP) and can be repurposed for InP production at a relatively modest cost ($500K-$1.5M per reactor) but take few months or year to refactor. And obviously qualification and yield risk added to execution (similar to Bitcoin miners doing software orchestration to GPUs like $CRWV). But still, IQE has the capacity kinda like $IREN or Bitcoin miners that pivoted to HPC. And LandMark is proof of the valuation pure play exposure brings. The Major Question.. Unlocking Trapped Value: While IQE generates significantly higher top-line revenue than LandMark, it's priced ($175M MC) for bankruptcy because of its gross debt of 45M. But the debt looks like pennies to hyperscalers: The explicit, stated goal of their ongoing Lazard-advised strategic review is to definitively conclude the sale of IQE Taiwan (their legacy GaAs wireless business) and utilize the proceeds to completely and permanently extinguish the parent company's restrictive debt profile. Once again their convertible loan notes is a norminal face value of £21.2 million, for proceeds of £18 million for the company. Then they're net debt, £23.5 million. -> The immediate debt burden requiring clearance: £23.5M HSBC facility + £21.2M CLN = ~£45M. Assuming a highly sale price for the IQE Taiwan unit of between £100 million and £150 millio (not guaranteed), IQE would net £50 million to £100 million in surplus cash after becoming completely debt-free. However, RF GaAs is not currently "hot", so in a distressed asset sale it might only be £50M to £60M, which gives it enough room to clear debt alone and little cushion room. The Geopolitical Pivot: Once debt-free, IQE can shift its massive, currently underutilized manufacturing capacity in places like North Carolina and Wales toward the InP epiwafer market for datacenters. It creates a fully capitalized, purely Western-based supply chain for the most critical bottleneck in photonics, eliminating more dependency on Asia at a time when the US and UK are heavily prioritizing domestic semiconductor infrastructure. Basically, just given the amount of raw assets $IQE has: -> Successfully selling off their Taiwan business wipes out the going-concern risks, clears all debt, and leaves them to monetize their 6-inch inp epiwafer tech directly for the Tier 1 optical transceiver players. It's a deep asset value trade on a successful restructuring to unlock trapped value. And a currently well-known supplier for optical networking for hyperscalers (so not a science project). Downside risks are excessive dilution and failure to restructure. But given it's geopolitical importance to Western supply chains and hyperscaler supply chains, it seems to have more cushion. I personally decided to enter this long as a massive potential turnaround. But again, it's not for everyone and it's extremely high risk. TLDR: -> IQE is priced like a distressed RF supplier. -> It owns real photonics-capable infrastructure. -> If gross 41M debt is removed and management reallocates capex toward InP, the equity could rerate materially. -> Restructuring + capacity optionality trade with extreme risk but extreme upside. Closest comparison is Bitcoin miners like $IREN or $CIFR that pivot their GW capacity to AI HPC. They have a ton of physical hardware (GW capacity), and need funds to pivot (either through sale of Taiwan business or dilution). It's an optimistic trade I took they can do it (with wiggle room like $INTC given their geopolitical importance to the West). The downside is extreme dilution, which is always a possibility (meaning your equity gets wiped out to 0 to clear their debts or to help them refactor). I just found that 45M gross debt (14.4% of float + debt) wasn't the most and management was looking to clear that through asset sales rather than dilution to shareholders. Just wanted to publish deeper breakdown and more risks of this very binary **high risk**, but potentially high upside trade.
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博主复盘YTD 316%收益，分享交易策略、核心持仓优势及免费分享初衷。
年初至今：316.4% 从2026年1月到2026年2月。 对我短期交易和多头持仓的回顾： > 年初对像 $GLXY、$SMCI 和 $IREN 这样进行税务收割(tax harvested)的股票进行波段交易(swing traded) > 搭乘委内瑞拉股票从 Gold Reserve、$AVAV 到 $CVX（看涨期权）上涨的顺风车 > 在战争入侵后买入像 $LPTH、$OSS、$AIRO 这样的国防股，以及受“跟随领导者”催化剂驱动的 $ONDS > 对 $INTC 进行催化剂交易，并正确把握了财报时机。 > 因对线色变化(wire color change)的担忧而对 $CRDO 进行波段交易 > 在超大规模客户损失(hyperscaler client losses)被错误报道后对 $MRVL 进行波段交易 > 像 $META 一样正确预判了财报 > 在 $NBIS 和 $CIFR 大幅抛售至 $70 和 $11 时，通过保证金(margin)加仓 > 从 $HOOD 下跌到 $CRDO 下跌再到复苏的过程中进行波段交易。 > 在比特币跌至 $73k 时买入，并在 $62k 时大量使用保证金博取复苏 > 像 $ETOR 这样的复苏股在抛售和财报后表现良好。 > 正确把握了像 $RPI 这样的公司的催化剂 > 利用亚洲股票与欧洲/美国时区之间的时间滞后套利(time lag arbitrages) > 利用 $EWY 和其他指数的隐含波动率扩张(IV expansion) > 把握轮动进入电力/电网股如 $XLU 的时机，目前正对像 $RDDT 这样的股票进行波段交易， 我肯定漏掉了一些，但这些是我主要发布的内容！ 此外，我会进行日内交易(day trade)： 例如 $ORCL 因发行导致8%抛售后的复苏，或 $SOFI 因无关紧要的卖方降级导致随机10%抛售。 我不在主时间线发布这些内容，因为我不想影响人们的买卖决策。 只想提供方向性思路，让人们得出自己的结论。 除此之外，我很高兴今天一切都上涨了，包括我的对冲(hedges)头寸。 与此同时，我的核心多头组合来自： - 从 SK Hynix 到 $AXTI 的光子学(Photonics)和存储，以及像 $AEHR 和 $FORM 这样的供应链瓶颈，其表现远超 Burry 的 $PLTR 每年 $415 的回报。 - 来自韩国/日本股票如 Nittobo、Kioxia 和 Unimicron 的多头持仓，有力支撑了美股回撤。 并非我组合中的所有股票都是绿色的，如 $CRCL、$CPSH、$VLN、$NBIS 或最近的 $INFQ。 但重要的是绿色持仓的集中度高于红色。与此同时，SPY 年初至今仅为 .55%，大多数高贝塔(high beta)股票年初至今大幅下跌。 我也不希望大家跟随我所有的操作，因为板块轮动、期权套利和基板瓶颈(substrate bottlenecks)很难消化。由于我也根据宏观/财报催化剂在约30只股票之间轮动，而大多数人只关注几只并持有数年。 但是，当2025年第四季度的短期回撤（如果人们买了短期期权）出错时，确实让人难受，直到现在才恢复超过平均成本。 然而，我对核心多头如 $NBIS 最终将大幅跑赢市场非常有信心。 希望大家能从中获得一两个有趣的交易思路或学到一些东西！ —— 只是有些反思，我认为我最近受欢迎的一个原因是我没有试图推销任何东西。这也不是我的全职工作（我经营一家科技公司），我只是出于乐趣做这件事，所以对最近的受欢迎程度感到非常惊讶。 我认为我的优势可能是信息综合与映射 -> 发现市场遗漏的阿尔法(alpha) -> 转化为金融科技和半导体领域的可执行多头思路。 与发布突发新闻或擅长拆解一两只特定股票的账户相比。 无论如何，我免费发布所有想法只是为了在能帮助他人时获得满足感。 所以，人们觉得我的想法有趣或信号足够强而愿意倾听，这让我心存感激。
英文原文
Year to Date: 316.4% From January 2026 into February 2026. Reflection of my short term trades and longs: > Swing traded tax harvested stocks like $GLXY, $SMCI, and $IREN start of the year > Rode Venezuela stocks from Gold Reserve, $AVAV, to $CVX (calls) up > Bought into defense like $LPTH, $OSS, $AIRO after invasion from war + $ONDS “follow the leader” catalyst > Catalyst traded $INTC and timed earnings correctly. > Swing traded $CRDO off wire color change fears > Swing traded $MRVL after erroneous reporting on hyperscaler client losses > Got earnings right like $META > Portfolio margined into $NBIS and $CIFR on the major selloff to $70 and $11. > Swing trades things from $HOOD drop to $CRDO drop into recovery. > Bought Bitcoin dip to $73k and heavy margin on $62k into recovery > Recovery plays like $ETOR after selloff and ER helped. > Getting catalysts on companies like $RPI correct > Time lag arbitrages between Asian equities and European/US time zones. > IV expansion off $EWY and other indexes. > Timing rotation into power/grids like $XLU and currently swing trading stuff like $RDDT, I’m sure I missed a bunch but these were the main ones I posted about! On the side I would day trade: Eg. $ORCL 8% selloff from offering into recovery or random 10% selloffs on immaterial $SOFI sellside downgrades. I don’t post stuff like these on my main timeline since I don’t want to influence when people buy/sell. Just want to give directional ideas and let people come to their own conclusions. Aside from that I’m happy everything went up today, including my hedges. This is all while my core long portfolio from: - Photonics and memory from SK Hynix to $AXTI to supply chain bottlenecks like $AEHR and $FORM have been mogging Burry’s $PLTR $415/year returns. - Longs from Korean/Japanese equities like Nittobo, Kioxia, and Unimicron have hard carried US equity drawdowns. Not everything in my portfolio is green like $CRCL, $CPSH, $VLN, $NBIS or recently $INFQ. But what matters is you have more concentration in green than red. This is all while SPY is YTD: .55% and most high beta stocks are heavily red YTD. I also don’t want people to follow along everything since sector rotation, option arbitrage, and substrate bottlenecks are hard to digest. Since I also rotate around like 30 different stocks based on macro/earning catalysts, whereas most people focus on a few and hold on for years. But it does hurt when more if get something wrong with short term drawdowns from Q4 2025 (if people bought short term options) and it’s only now recovered past cost average. However, I’m extremely confident in core longs like $NBIS to strongly outperform in due time. Hopefully people can take away one or two trade ideas that they find interesting or learn something! —— Just some reflection, i think a reason for my recent popularity is I’m not trying to sell anything. This is also not my full time job (I run a tech company) and I was just doing this for enjoyment, so very surprised by the recent popularity. I do think my edge is probably information synthesis and mapping -> discovering alpha markets missed -> into actionable long ideas across fintech and semis. Compared to accounts that publish breaking news or excel in breakdowns of one or two specific stocks. Regardless, I publish all my ideas for free just to get fulfillment if I can help others. So it does bring me gratitude that people find my ideas interesting or high-signal enough to listen.
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OpenAI警告电力是AI竞争核心瓶颈，看好美国能源基建股。
@toptickcrypto 存在多个瓶颈。电力/电网是其中最大的瓶颈之一。 OpenAI 就 Deepseek 蒸馏问题向国会发送了一份备忘录： “维持美国在 AI 领域的优势，取决于我们能否可靠地大规模生成和输送电力。” 电力输送 - $VRT, $ETN, $PWR, $WMB, $KMI 一级能源供应商：$CEG, $VST, $TLN, $GEV, $NEE, $BEPC, $D 电网-能源/存储 - $TSLA, $FLNC, $NRGV, $BE 能源：$TE, $FSLR, $NRG 这对这些公司来说是一个被重申的顺风因素。 而对于那些已经锁定吉瓦(GW)级容量的公司，如 $IREN, $NBIS, $WULF 和 $CIFR，则存在二级顺风因素。 备忘录的核心问题围绕知识产权盗窃和国家安全问题。但关于维持优势的最大警告是能源。 OpenAI 警告国会，2024年中国新增了429吉瓦(GW)的电力容量，这超过了美国整个电网的三分之一，也超过了全球电力增长的一半。他们认为，如果没有对美国电网进行激进扩张，中国“蛮力”式的能源建设最终将使其超越西方的 AI 能力。 光子学(Photonics)、先进封装(Advanced Packaging)和存储(Memory)是目前增长最快的三个瓶颈。然而，OpenAI 明确警告美国政府，谁能产生最多的电力，谁就能赢得 AI 竞赛。 他们的信息是：投资美国能源。
英文原文
@toptickcrypto There's multiple bottlenecks. Power/grid is one of the largest ones. https://t.co/rIKoKRyQOu
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因比特币相关性担忧看空CIFR/IREN，看好NBIS。
鉴于比特币近期价格下跌，在它们与比特币的相关性降低之前，我持负面看法。像 $NBIS 这样的新云公司是该板块更纯粹的标的。据我回忆，$CIFR 的资产负债表中有大量比特币敞口，且 $IREN 的很大一部分利润来自比特币挖矿。营收数据噪音很大，因为比特币挖矿收入与高性能计算(HPC)收入对资产负债表的影响截然不同。但随着规模扩大，这种影响应该会减弱。
英文原文
Negative until they have less correlation with Bitcoin given Bitcoin's recent price drop. Neoclouds like $NBIS are a bit more pure play to the sector. Last I recall, $CIFR balance sheet had a lot of Bitcoin exposure and a lot of $IREN's profit comes from Bitcoin mining. Revenue numbers are a lot of noise since revenue from Bitcoin mining vs HPC hits the balance sheet a lot different. But as they scale up, it should be less materially impacted.
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OpenAI警告国会：电力供应是AI竞争核心瓶颈，需投资美国能源。
OpenAI 就 Deepseek 蒸馏问题向国会发送了一份备忘录： “维持美国在人工智能领域的优势，取决于我们能否可靠地大规模生成和输送电力。” 电力输送 - $VRT, $ETN, $PWR, $WMB, $KMI 一级能源供应商：$CEG, $VST, $TLN, $GEV, $NEE, $BEPC, $D 电网能源/储能 - $TSLA, $FLNC, $NRGV, $BE 能源：$TE, $FSLR, $NRG 这对这些公司来说是一个被重申的顺风因素。 而对于那些已经锁定吉瓦(GW)级容量的公司，如 $IREN, $NBIS, $WULF 和 $CIFR，则存在二级顺风效应。 备忘录的核心议题围绕知识产权盗窃和国家安全问题。但关于维持优势的最大警告在于能源。 OpenAI 警告国会，2024年中国新增了429吉瓦(GW)的电力容量，这超过了美国整个电网的三分之一，也超过了全球电力增长的一半。他们认为，如果没有对美国电网进行激进扩张，中国“蛮力”式的能源建设最终将使其超越西方的AI能力。 光子学(Photonics)、先进封装(Advanced Packaging)和存储(Memory)是目前增长最快的三个瓶颈。然而，OpenAI 明确警告美国政府，谁能产生最多的电力，谁就能赢得AI竞赛。 他们的信息是：投资美国能源。
英文原文
OpenAI sent a memo to congress regarding Deepseek distillation: "Sustaining the American advantage on AI depends on depends on whether we can reliably generate and deliver power at scale." Power Delivery - $VRT, $ETN, $PWR, $WMB, $KMI Tier-1 Energy Providers: $CEG, $VST, $TLN, $GEV, $NEE, $BEPC, $D Grid-Energy / Storage - $TSLA, $FLNC, $NRGV, $BE Energy: $TE, $FSLR, $NRG This is a tailwind reiterated for these companies. And there's a second-order tailwind for companies that already secured GW capacity like $IREN, $NBIS, $WULF, and $CIFR. The core issue of the memo was around IP theft and national security issues. But the largest warning about sustaining an advantage was Energy. OpenAI warning Congress that in 2024, China added 429 Gigawatts (GW) of new power capacity, which was more than a third of the entire US grid and more than half of global electricity growth. Without a radical expansion of the American power grid, they believe China’s "brute force" energy buildout will eventually allow them to surpass Western AI capabilities. Photonics, Advanced Packaging, and Memory are three fastest growing bottlenecks right now. However, OpenAI explicitly warned the U.S. government that whoever generates the most power wins the AI race. Their message: Invest in American Energy.
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谷歌转向TPU利好相关托管商，NBIS非其受益者。
@lawbrax 这对通过 Fluidstack 与 $GOOGL 相关的托管设施(Colo)公司，如新云(NeoCloud)领域的 $CIFR 和 $WULF 是利好消息。 看起来谷歌主要转向张量处理单元(TPU)了。我认为 $NBIS 并非谷歌的受益者，但他们曾是 $META 的受益者。
英文原文
@lawbrax This is positive for $GOOGL related colo companies through Fluidstack like $CIFR and $WULF in neocloud sector. Looks like Google is primarily shifting to TPUs now. Don't think $NBIS is a beneficiary of Google but they were with $META.
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高贝塔股今日大跌，预计中期选举前市场将广泛复苏。
@soulbiri1 是的，今天高贝塔(高Beta)股票的表现极其糟糕。$CRDO、$IREN、$CIFR 等个股遭到重创。 $AMD 下跌 -17%，甚至 $MSFT 在过去两个月也下跌超过 -22%。 我预计随着今年晚些时候中期选举的临近，我们将看到更广泛的复苏。
英文原文
@soulbiri1 Yeah today was extremely rough for high-beta. $CRDO, $IREN, $CIFR, and others just got nuked. $AMD down -17%, even $MSFT down -22%+ past two months. I'd expect when Midterms come around later in the year, we'll see a broader recovery.
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看空CRWV因债务与折旧风险，建议多NBIS/CIFR空CRWV对冲。
$CRWV 可能是我能想到的唯一一家市值超 500 亿美元且很可能破产的公司。至少 $ORCL 拥有盈利的核心业务，并持有大量资产，例如 15% 的 TikTok 股份。 对我来说，做空 Coreweave 的理由很明确，纯粹因为其大部分收入将用于支付债务利息。再加上 GPU 折旧，情况更是雪上加霜。 但进行对冲是个好主意。我个人会做多 $NBIS、$CIFR，同时做空 $CRWV，这对长期投资来说似乎不错。Nvidia 目前仍在维持它们的生存。
英文原文
$CRWV is probably the only $50B+ company I can think of that is likely going to go bankrupt. At least $ORCL has a profitable core business and owns tons of assets like 15% of Tiktok. Coreweave is a clear short to me purely because a large part of their revenue will be used to pay off debt interest. Then you compound that with GPU depreciation. But it's a good idea to hedge. I would personally long $NBIS, $CIFR short $CRWV, seems decent for long term. Nvidia is keeping them alive for now.
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看好NBIS和CIFR，指出Coreweave高息债务侵蚀现金流。
我认为 $NBIS 目前极具吸引力。$CIFR（指其托管业务而非新云业务）等特定个股也是如此。相比之下，$CRWV 的说服力则稍逊一筹。 Nebius 的商业模式本质上是将五家年同比增长(Y/Y)达100%的公司合并而成。（包括与 $UBER 合作的自动驾驶公司 Avride、估值约150亿美元的 Clickhouse、AI 标注公司 Toloka 以及教育科技公司）。此外，还包括其核心业务部门，该部门已实现约70亿美元的年度经常性收入(ARR)。 因此，尽管我们需要通过实际产生的自由现金流(FCF)来仔细审视这些乐观的收入数据，但公司方面表示长期 EBIT 利润率有望达到20%~30%。 最关键的差异在于，Coreweave 超过12亿美元的债务利息正在侵蚀其自由现金流，而其他公司则获得了2~3%的低利率融资。
英文原文
저는 $NBIS 가 현재 매우 매력적이라고 생각합니다. $CIFR(네오클라우드가 아닌 코로케이션 부문) 같은 특정 종목들도 마찬가지입니다. 반면 $CRWV 는 그만큼 설득력이 있지는 않네요. 네비우스(Nebius)의 비즈니스 모델은 기본적으로 전년 대비(Y/Y) 100%씩 성장하는 5개의 회사가 하나로 합쳐진 형태입니다. ($UBER와 협력하는 자율주행 Avride, 약 150억 달러의 가치로 평가받는 Clickhouse, Toloka(AI 라벨링), 그리고 에듀테크). 여기에 약 70억 달러의 ARR(연간 반복 매출)을 기록한 주력 사업 부문이 포함됩니다. 따라서 이러한 낙관적인 매출 수치들은 실제 창출되는 FCF(잉여현금흐름)를 통해 면밀히 살펴봐야 하겠지만, 사측에서는 장기적으로 20%~30%의 EBIT 마진을 제시하고 있습니다. 가장 중요한 차이점은 코어위브(Coreweave)의 경우 12억 달러 이상의 부채 이자가 FCF를 잠식하고 있는 반면, 다른 기업들은 2~3% 수준의 저금리를 확보했다는 점입니다.
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对比新型云融资结构，指出Coreweave债务风险高且英伟达损失可控。
其他如 $CIFR、$WULF 是数据中心托管(colocation)商，它们不购买 GPU。$CRWV、$NBIS、$IREN 则购买。前两家由 $NVDA 注资。后者 $IREN 由 $MSFT 通过预付款购买 GPU。大多数新型云(neoclouds)拥有极佳的融资结构，如 Nebius 的低息可转换债券。Coreweave 是唯一陷入困境的，背负巨额债务，因此若无垃圾债(junk bonds)支持，很难获得额外资金购买更多 GPU。英伟达给 Coreweave 泼了冷水，投入 Coreweave 的 20 亿美元最终仍回流至 $NVDA。如果 Coreweave 因巨额债务和贬值的 GPU 而倒闭，英伟达损失并不大。
英文原文
Others like $CIFR, $WULF are colo. They don't buy GPUs. $CRWV, $NBIS, $IREN do. The first two $NVDA funded. The latter one, $MSFT did with prepayment for Iren to buy GPUs. Most neoclouds have great financing structures like low interest rate Nebius convertible notes. Coreweave is the only one on fire, with massive debt, so it's harder for them to secure additional funding to buy more GPUs without junk bonds. Nvidia threw a bucket of water on Coreweave and the $2B into Coreweave goes back to $NVDA anyways. Nvidia doesn't lose much if and when Coreweave goes under with just a ton of debt and depreciating GPUs.
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发布1月25日美股评级，强烈看好AI、内存及美国供应链瓶颈股，回避高估值与稀释风险标的。
1月25日评级。欧盟关税及$INTC财报后更新。 强烈买入： $SNAP $META 三星电子 SK海力士 $MU 欣兴电子 $TSM $CRCL $AXTI $LPTH $COPX $LIT $AEHR $FORM $AMKR $AVGO $MRVL 买入： $COIN $SMCI $GOOGL $FIG $AMZN $IBIT $RDDT $TTD $HIMS $HOOD $COHR $AMBA $IREN $POET $AAOI $LASR $VPG $OSS $INTC $UMAC $ONDS $AIRO $DPRO $AVAV $BULL $ETOR VLN NBIS GLXY CIFR HUT WULF 存疑 $VELO $SKYT 回避 $UAVS $BKKT WLMT SLNH $PLTR CRWV $ORCL $BMNR $IONQ, RGTI, QBTS _ 强烈买入 Snapchat - 底部约在$7.4，我认为在此位置非常强劲。随着内存资本支出减少及内存变现进入2027年，自由现金流(FCF)增加。只需等待重估。 Meta - 营收同比增长26%极其强劲，上季度产生超$100亿自由现金流。预计下季度财报后走势将走强，此前因光学(环比EPS光学效应超700%)导致BBB抛售，现在应已消化。 三星电子 - 半导体领域的圣杯，三星同时提供高带宽内存(HBM)和代工(Fab)敞口。 SK海力士 - 内存超级周期 美光 - 内存超级周期，但有美国背景支持。 欣兴电子 - 针对HBM、IC载板、玻璃基板、CoWoS及其他所有瓶颈环节的“邪恶”长线持仓。 台积电 - 印钞机，字面意义上不会出错。 Circle - 预计降息2-3次可能会大幅损害Circle净利润，因此已被定价。但在$160亿市值时是极佳的长线标的，他们正在印钞，且应开始看到美元稳定币(USDC)的扩张。 AXTI - LPTH: 磷化铟(InP)/锗等瓶颈。将成为2026年的巨大主题。只需等待AXT的供应链中断或Lightpath的黑钻(Black Diamond)在美国制造。我认为由于产能爬坡->收入增加，下行风险极低，但类似HBM的“登月式”涨价可能存疑。 COPX - 锂：稀土/材料如铜、锂是2026年的极佳长线标的。与上述瓶颈类似，来自中国的供应链中断将导致资金流向确保供应+建设新供应链。 AEHR - 说实话，他们处于AI和机器人两个热门垂直领域。$550万索诺玛(Sonoma)订单可能与美光和碳化硅(SiC)测试有关。看起来是市值低于$10亿的极佳“登月”标的。 FORM - 由于涉及DRAM/HBM及代工/逻辑，可能在美国供应链中变得重要。良率在HBM4中尤为重要。 AMKR - 美国本土制造供应链及台积电->美国转移的极大受益者。 博通 - 财报后近期大幅回调。鉴于超大规模客户ASIC将继续爬坡（尽管有一些延迟），我认为在此位置强烈买入。 Marvell - 与博通故事相同，Marvell因微软Maia延迟传闻而抛售。只需等待2027年营收约翻倍，当市场开始定价这一点，以及在Celestial收购后，他们在互连等其他领域做得很好。 买入 Coinbase - 加密货币近期回调使Coinbase在$570亿市值下价值再次合理。我从未喜欢其交易所部分，但为贝莱德IBIT ETF提供基础设施+与Circle的USDC收入分成，赋予Coinbase相当不错的长期价值。 SMCI - 从$60+暴跌回$30+呈现了极具吸引力的机会。市场极度担忧毛利率->SMCI向海外扩张，特别是主权AI+购买低端Nvidia GPU。且SMCI在那里的毛利率应会提升。也可能因为与客户达成的交易变得“粘性”。他们的营收增长并未停滞，仍达$360亿+。 GOOGL - 此时Gemini可能会接管ChatGPT，所以我会继续做多谷歌。 Figma - 软件板块抛售为许多被重挫的标的如Figma提供了良好机会，其拥有极高的毛利率+稳健增长。 亚马逊 - 价格基本与去年持平，他们一直在增长，AWS表现良好，涉足机器人+太空低轨卫星(LEO)，看起来是未来极佳的长线标的。 比特币 - 始终是极具吸引力的长线标的 Reddit - 估值高，但毛利率极高且不会消失，因为每个人都在用Reddit。 TTD - 2025年的抛售再次呈现了极具吸引力的估值 HIMS - 说实话，在$29时对我极具吸引力，可能会再次放入强烈买入，但当然营收减速非常令人担忧。主要Alpha在于市场未定价Zava收购，仅凭庞大的客户群，他们就能从新客户中衍生大量营收。 Robinhood - 从$140抛售回$100再次为Robinhood提供了良好机会。他们不会消失，加上银行+其他新产品营收扩张，应带来积极顺风。 Coherent - 长线美国供应链，特别是光子学、InP等。 AMBA - 针对边缘AI推理用于机器人爬坡+边缘计算的“登月”长线标的。 POET - 现在基本是1/2现金，通过Celestial间接进入Marvell+超大规模客户。鉴于承销商在$7.25买入，$6.8的股价具有吸引力。 AAOI - 与微软Maia和AWS Trainium绑定的长线标的。两者都尚未真正起飞，所以只是等待游戏。 LASR - 定向能武器非常酷。我不太喜欢基本面如20%左右的营收增长，但技术实在太酷了。 VPG - 与Optimus爬坡绑定的长线标的。我们应在2026年底看到工业用例，2027年底看到消费用例，所以Optimus生产可能现在开始或Q2影响资产负债表。 OSS - 国防板块及边缘AI+$2亿合同的长线标的。 INTC - 做多美国政策，财报并未改变任何观点，只是短期价格。 UMAC - 在此水平上是美国无人机制造的极佳长线标的。 ONDS, Airo, DPRO - 与AIRO, DPRO相同，看多无人机板块。相比几周前美国入侵委内瑞拉并威胁格陵兰时，没有太多巨大的顺风，但主题上看多。 AVAV - 关于将研发类合同->长期合同的错误信息导致抛售，呈现了相当大的上行空间 BULL - 我喜欢像Robinhood, Webull等拥有大量零售用户的券商，因为一旦拥有客户群，就有无尽的变现方式。抛售回$8呈现了极具吸引力的上行空间 ETOR - 抛售过度，净利润同比高，基本50%现金，下行风险低。只需等待财报重估。他们表现也不错，AUM同比70%+，所以不明白为何这样定价。 VLN - 不再像以前那样接近1:1资产/净值，曾有一段时间他们有$1100万+投资(下跌63%)毛利率，$9300万现金，所以会更接近1.1-1.2亿 : $1.4亿市值，这说不通。话虽如此，仍有$8000万远期营收，毛利率从63%->69%，看起来重估机会相当大。市场似乎只是不喜欢与某国相关的公司如Etoro，我想 Nebius - $150亿Clickhouse估值仅显示了分部加总(SOTP)，我不惊讶他们的子公司如Avride最终会超越主营业务。话虽如此，由于$20亿+ ATM在公开市场出售，近期有卖压。随着他们在2026年底达到$70亿ARR目标，应会极速爬坡。 GLXY, CIFR, HUT, IREN, WULF - 继续做多colo及其他新云板块标的。话虽如此，大多数自2025年以来已上涨30-40%+，所以它们不再是强烈的买入，因为已被定价。但仍有很多上行空间。 存疑 VELO - 很多人问我对此的看法，因为FinX喜欢这只股票。他们有很酷的客户如SpaceX，但基本面看起来糟糕。 ~$1180万现金 + $1750万发行 vs. ~$2300万债务。他们几乎没有剩余跑道，现在买入的人可能会被稀释。 Velo是拥有像IQE(欧洲InP供应链)这样极佳客户群但基本面糟糕的完美例子。 SKYT - 它是美国本土制造供应链的极佳标的，用于量子组件或边缘等酷东西。受益于芯片法案，但营收增长非常缓慢。它比Velo是更好的投机性长线，因为基本面更好。 24%左右的低毛利率，非常低的运营利润率，显然已计入市值，但美国纯代工应是一个溢价的好故事。底线是增长不够快。 回避 UAVS - 无尽的稀释机器，超过100%的市值已给予可将对市值25%以下的股份100%+转换为零售出售的套利投资者 BKKT - $3亿ATM稀释，而市值为$5.5亿。无尽的稀释机器 沃尔玛 - 43倍市盈率，不可能。 SLNH - 前方有大量稀释。 Palantir - 担忧估值P/E Coreweave - 担忧巨额债务，$10亿+债务利息严重损害自由现金流。然后是OpenAI的分配/建设，如果考虑到Gemini正在接管OpenAI的市场份额，对其能否履行合同义务存在极度、极度的担忧。 Oracle - 可能有技术性反弹，但说真的，他们为OpenAI(如Stargate)花费了太多资本支出，像Coreweave一样，OpenAI在能否履行合同义务方面存在极度担忧 BMNR - 无尽的稀释机器为愚蠢的项目融资，如$2亿投入Mr. Beast的公司。预期长期ETH质押ETF，做空BMNR，溢价将消失，例如$2亿现金投入Mr. Beast的公司流动性很差。 IONQ, RGTI, QBTS - 量子估值非常拉伸。 _ 总体想法： 我个人保持极度做多，这只是个人想法，非投资建议(NFI)。 许多小盘股和投机性公司自1月1日以来已经重估，我不认为许多50-100%的涨幅会持续（周五我们看到这些标的中有很多获利了结）。 话虽如此，特朗普正试图进一步降息（再降息2-3次），特别是因为中期选举即将到来。 SPY上涨 = 当选几率更大。所以我会保持极度做多直到中期选举后。 话虽如此，这有助于成长、投机性公司等。但我们已经看到这在很大程度上已被定价，如我最喜欢的长线标的之一Rocketlab，季度营收$1.55亿却达到$450亿+市值，所以我开始质疑估值->将许多头寸转向更多价值型（如软件下跌或内存超级周期）。 主题上我极度看多 - AI, 内存, 半导体 - 瓶颈 - 关键材料等。 非常看多 - 美国本土制造供应链 看多 - 国防板块 并会寻找软件到社交媒体公司等的波段交易/复苏/重估机会，鉴于近期的抛售。
英文原文
Jan 25th Ratings. Post EU Tariffs and $INTC ER. Strong Buy: $SNAP $META Samsung Electronics SK Hynix $MU Unimicron $TSM $CRCL $AXTI $LPTH $COPX $LIT $AEHR $FORM $AMKR $AVGO $MRVL Buy: $COIN $SMCI $GOOGL $FIG $AMZN $IBIT $RDDT $TTD $HIMS $HOOD $COHR $AMBA $IREN $POET $AAOI $LASR $VPG $OSS $INTC $UMAC $ONDS $AIRO $DPRO $AVAV $BULL $ETOR VLN NBIS GLXY CIFR HUT WULF Questionable $VELO $SKYT Avoid $UAVS $BKKT WLMT SLNH $PLTR CRWV $ORCL $BMNR $IONQ , RGTI, QBTS _ Strong Buy Snapchat - Bottomed around $7.4, imo very strong at this level. Increased FCF from memory opex reduction and memory monetization into 2027. Just a waiting game for re-rating. Meta - 26% Y/Y revenue growth is extremely strong, produced $10B+ FCF last quarter. Expect it to pick up after next quarter earnings due to optics (700%+ Q/Q EPS optics) that caused selloff last time from BBB. Samsung Electronics - Holy grail for semis, samsung provides exposure to both hbm and foundry. SK Hynix - memory supercycle Micron - memory supercycle, but with US backing. Unimicron - unholy long for hbm, ic substrates, glass core, cowos, and all other bottlenecks. TSM - money printer, literally can't go wrong with this. Circle - 2-3x projected rate cuts would likely hurt circle net income a lot, hence why it's being priced in. But amazing long at $16B as they print money and should start seeing expansion of USDC. AXTI - LPTH: Bottlenecks for InP / Germanium, etc. Will be a huge theme going into 2026. It's just a waiting game for both supply chain disruption (in AXT) or made in America w/ black diamond in Lightpath. Low downside risk imo due to capacity ramp -> revenue increase, but moonshot HBM type price increases might be questionable. COPX - LI: Rare Earths/Materials like Copper, Lithium are great longs for 2026. Similar with bottlenecks above, supply chain disruptions from China will cause money to flow into securing supply + buildout out new supply chains. AEHR - Honestly, they sit in two different hot verticals in AI and Robotics. $5.5m Sonoma order might be linked with Micron and SiC Testing. Seems like an extremely good moonshot sub $1B MC. FORM - Likely to be important in US supply chains since they do DRAM/HBM, and Foundry/Logic. & Yield is especailyl important w/ hbm4. AMKR - extreme beneficiary of made in america us supply chains and tsm -> US AVGO - Large correction recently post earnings. Strong buy IMO at these levels given hyperscaler ASICs will continue to ramp (even though there's been some delays). MRVL - Same story with Broadcom, marvell selloff after rumors of Microsoft maia delays. It's just a waiting game for ~2x revenue in 2027 and when markets start pricing that in, and after celestial acqusition, they're doing great stuff in other segments like interconnects. Buy Coinbase - Recent correction to Crypto makes Coinbase value decent again at $57B. Was never a fan of their exchange portion, but providing infra for Blackrock IBIT etfs + USDC revenue sharing with Circle, gives Coinbase pretty good long term value. SMCI - Extreme selloff from the $60's+ back to $30's presents attractive opportunity here. Markets are extremely concerned about gross margins -> SMCI expanding overseas, especially with soverign AI + buying lower end nvda gpus. and SMCI's margins should increase over there. Also likely due to deals to become sticky w/ customers. It's not like they're dying revenue growth to $36B+. GOOGL - Gemini at this point would likely take over chatgpt, so i'd remain long google. Figma - Software selloff provides good opportunity into a lot of the hammered names like Figma which extremely high gross margins + sturdy growth Amazon - Basically same price as last year, they've been growing, AWS is doing fine, they're in robotics + space LEOs, and just seems like a great long going forward Bitcoin - Always an attractive Long Reddit - High valuations, but extremely high gross margins and not going anywhere since everyone uses reddit. TTD - Selloff from 2025 presents attractive valuations again HIMS - Honestly extremely attractive for me at $29, might be put into strong buy again, but of course revenue deceleration is very worrysome. Main alpha is that markets arent pricing in Zava acqusition and just from sheer customer base, they can derive a lot of revenue from new customers. Robinhood - Selloff from $140 back to $100 presents a good opportunity for Robinhood again. They're not going anywere, plus new product revenue expansion from banking + others, should present positive tailwinds. Coherent - Long US supply chains, esp. for photonics, inp, etc. AMBA - Moonshot long for edge AI inference for robotic ramps + edge compute. POET - Basically 1/2 cash now, backdoor into marvell + hyperscalers through celestial. Attractive upside at $6.8 given underwriters bought at $7.25 AAOI - long play tethered to msft maia and aws trainium. both of them haven't really taken off yet so it's just a waiting agme LASR - energy directed weapons are super cool. i dont quite like the fundamentals like low 20% revenue growth, but the technology is just way too cool. VPG - Long play tethered to optimus ramp. we should see industrial use cases EOY 2026 and consumer EOY 2027, so maybe optimus productions starts hitting balance sheet now or q2. OSS - Long play on defense sector and edge AI + $200m contract. INTC - long on us policy, earnings didn't really change any perspective, just short term price. UMAC - Great long play at these levels on drone manufacturing in US. ONDS, Airo, DPRO - Same with AIRO, DPRO, bullish on drone sector. There's not much of a massive tailwind compared to a few weeks ago when US was invading venezuela and threatening greenland, but thematically bullish. AVAV - selloff from misinformation about converting r&D type contracts -> long term contract presents considerable upside BULL - I do like brokerages like robinhood, webull, etc. that have a ton of retail users since there's endless ways to monetize once you own the customer base. selloff back to $8 presents attractive upsdie ETOR - selloff way overblown, high net income y/y, basically 50% cash, low downside risk. just waiting for re-rating per earnings. they're doing well too, 70%+ Y/Y AUM, so not sure why they're being priced in like this. VLN - not quite the same anymore as close to 1:1 assets/nav, at one point they had $11m+ inv (off 63%) gross margins, $93M cash, so would have been closer to 110-120m : $140m MC, which made no sense. That being said still $80m fwd revenue off 63% -> 69% gross margins, seems like considerable opportunity for re-rating. Markets just don't seem to like companies eg. Etoro related to a certain country, I guess Nebius - $15B clickhouse valuation just goes to show Sum of Parts, where I wouldn't be surpirsed if their subsidaries like Avride ended up overtaking the main business. That being said, near term selling pressure due to $2B+ ATM being sold on open market. Should ramp up extremely fast as they meet their $7B ARR target EOY 2026. GLXY, CIFR, HUT, IREN, WULF - Remain long on the colo, and other neocloud sector plays. That being said most are up 30-40%+ since 2025, so they're not exactly a strong buy anymore as they've been priced in. But lot of upside remains. Questionable VELO - Lot of people asked my opinion on this since FinX loves this stock. They have really cool customers like SpaceX, but fundamentals look terrible. ~$11.8M cash + $17.5M offering vs. ~$23M. debt. They barely have any runway left and people buying now are likely to be diluted. Velo is the perfect example of amazing customer base like IQE (EU for inP supply chain), but terrible fundamentals. SKYT - It's a great made in america supply chain company for a lot of cool stuff like quantum components or edge. Benefits from CHIP act, but very slow revenue growth. It's a lot better speculative long than Velo since it has better fundamenatls. Lower gross margins like 24%, very low operating margins, is obviously priced into MC but U.S. pure-play foundry should be a good story for premium. Bottom line are not really growing too fast though. Avoid UAVS - Endless dilution machine with over 100%+ of marketcap given over to arbitrage investors that can convert 100%+ of the shares under 25% market value to sell on retail BKKT - $300m ATM dilution right now while MC is $550m. Endless dilution machine Walmart - 43 p/e, there's no way. SLNH - Lot of dilution ahead. Palantir - Concern over valuation P/E Coreweave - Concerns over large debt, $1B+ in debt interest hurts FCF a ton. Then there's allocation/buildout for OpenAI, which has extreme, extreme concerns if they can fulfill contract obligations, especially since gemini is taking over market share of openai. Oracle - There might be technical rebound, but seriously, they've spent so much capex just for openai (eg. stargate), and like coreweave, OpenAI, which has extreme concerns over if they can fufill contracts obligations BMNR - endless dilution machine to fund silly projects like $200m into mr. beast's company. Expect long eth staking etfs, short bmnr plays, and premium to go under as $200m cash into mr. beast's company for example is not very liquid. IONQ, RGTI, QBTS - Quantum valuations are very stretched. _ Overall Thoughts: I'm personally staying extremely long, this is just personal thoughts NFI. A lot of small caps and speculative companies have already been re-rated since Jan 1st and I don't expect many of the 50-100% moves to continue (we've seen a lot of profit taking Friday on some of these names). That being said, Trump is trying to cut rates even more (another 2-3x projected), esp. since Midterms is coming up. SPY Up = better chance of getting elected. So I'm staying very long until after Midterms. That being said a lot of this helps growth, speculative companies etc. But we're already seeing this largely priced in like Rocketlab, one of my favorite longs, reaching $45B+ MC off $155m quarterly revenue, so I'm questioning valuations a bit -> pivoting a lot of positions into more value (eg. software drop or memory supercycle). Thematically I'm extremely bullish on - AI, Memory, Semis - Bottlenecks - Critical Materials, etc. Very bullish on - Made in America supply chains Bullish on - Defense Sector And would look for swing trades/recovery/re-rating for stuff like software to social media companies around now given the recent selloff.
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区分数据中心重估与新瓶颈发现的投资逻辑差异。
像 $NBIS 或 $CIFR 这样的公司是 2026 年高确信度的标的。但这与一家市值 5000 万美元的小众公司突然因 $NVDA 或 $MSFT 囤货而需求激增的情况不同。数据中心(DC)相关股票可能获得 1 年 2-3 倍的估值重估，但这与新瓶颈带来的 2000%+ 信息发现效应截然不同。像 $UUUU 或 $MP 这样的已知瓶颈也是如此。话说回来，我在文章中把磷化铟(indium phosphide)和导弹拼错了，可以看出我是手写的（也很尴尬）。
英文原文
Companies like $NBIS or $CIFR are high conviction for 2026. But it’s not the same as a small $50m niche company, suddenly being in over-demand from $NVDA or $MSFT stockpiling inventory. You might get a 2-3x 1Y re-rating with DCs but it’s a different story than 2000%+ information discovery of a new bottleneck. Same with known bottlenecks like $UUUU or $MP That being said I also misspelled indium phosphide and missiles in my article so you can tell I hand wrote it (also embarrassing)
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分析AI算力股与云厂商的算法关联及市场定价不确定性。
$GOOGL / Gemini 可能正在公开为这一结果欢呼。像 $CIFR 这样的公司主要通过 Fluidstack 与 Google 紧密绑定。然而，正如我们在上一轮下跌中所见，$NBIS 到 $IREN 在算法上被关联到 Oracle 和 Coreweave，无论 OpenAI 的关系影响如何。不确定市场这次会如何对此进行定价。
英文原文
$GOOGL / Gemini is probably openly cheering for this outcome. Companies like $CIFR are largely tethered to Google through Fluidstack. However, as we've seen last drop, $NBIS to $IREN were algorithmically associated with Oracle and Coreweave regardless of OpenAi relational impact. Not sure how markets price this in this time.
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NBIS受ATM及CRWV影响，其他数据中心股表现良好，IREN异常。
@_visionarius $NBIS 正在运行一笔2500万股的主动式按需发行机制(ATM)，近期其表现更多与 $CRWV 的走势挂钩。其他数据中心(Colo)玩家表现良好，如 $HUT、$CIFR、$WULF。唯一的异常是 $IREN。
英文原文
@_visionarius $NBIS has an active 25M share ATM running and it's more tied to $CRWV's performance recently. The other colo players have been doing well, like $HUT, $CIFR, $WULF. The only anomaly is $IREN.
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FinX社区5天收益超Citadel全年，2025年大幅跑赢机构。
“FinX 对决华尔街”报告 这是 FinX 15，由最受欢迎的标的组成的加权组合： 1. $ONDS +33.26% 2. $SKYT +27.46% 3. $TE +22.62% 4. $MU +13.98% 5. $ASTS +13.24% 6. $BMNR +12.24% 7. $IREN +11.19% 8. $CIFR +8.64% 9. $AXTI +7.56% 10. $KRKNF + 7.69% 11. $NBIS +5.93% 12. $POET +5.81% 13. $RKLB +2.67% 14. $HOOD -.31% 15. $ZETA -2.36% 以下是 FinX 上周的表现： FinX 15 回报率（1周）：11.3% 2025 全年表现： - WallStreetBets = +76.00% - Bridgewater 的 Pure Alpha II = +34% - ARKK 创新 ETF = +35.5% - Perishing Square = +25.3% - SPY 指数 = +17.72% - Poinpoint 多策略 = +11.6% - 伯克希尔·哈撒韦 = +11.4% - Millennium Management = +10.5% - Citadel = +10.5% 结论： 仅在 5 个交易日内，FinX 社区就击败了 Citadel 的全年收益。 进入 2026 年，我们正式碾压了机构。
英文原文
"FinX vs Wall Street" report This is FinX 15, a weighted port of the most popular names: 1. $ONDS +33.26% 2. $SKYT +27.46% 3. $TE +22.62% 4. $MU +13.98% 5. $ASTS +13.24% 6. $BMNR +12.24% 7. $IREN +11.19% 8. $CIFR +8.64% 9. $AXTI +7.56% 10. $KRKNF + 7.69% 11. $NBIS +5.93% 12. $POET +5.81% 13. $RKLB +2.67% 14. $HOOD -.31% 15. $ZETA -2.36% Here's how FinX did last week: FinX 15 Return (1-Week): 11.3% For the entire 2025 calendar year: - WallStreetBets = +76.00% - Bridgewater’s Pure Alpha II = +34% - ARKK Innovation ETF = +35.5% - Perishing Square = +25.3% - SPY Index = +17.72% - Poinpoint Multi-Strategy = +11.6% - - Berkshire Hathaway = +11.4% - Millennium Management = +10.5% - Citadel = +10.5% The Bottom Line: In just 5 trading days, the FinX community beat Citadel’s entire year. We are officially smoking the institutions entering 2026
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博主回复称多数持仓及存储股今日表现强劲，普涨。
@soulbiri1 大多数东西开局都不错，哈哈。$CRWV、$CIFR 和 $AAOI 均上涨超过 10%。$NBIS 上涨 7%，$SMCI 上涨 6%，$MRVL、$MSTR、$TSM 上涨 5%。你所有的存储(Storage)股票每天都上涨 8%。除了少数几只，到处一片绿色(上涨)。
英文原文
@soulbiri1 Most things are off to a good start lol. $CRWV, $CIFR, to $AAOI both up over 10%. $NBIS up 7%, $SMCI up 6%, $MRVL, $MSTR, $TSM up 5%. All your memory stocks are up 8% every day. Green everywhere aside from a few
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看好新云板块多数股票，认为WYFI等估值重置后极具吸引力。
几乎所有新云(Neocloud)板块的股票都是极其坚实的买入标的（也许除了 $SLNH）。$WYFI 算是与 NScale 达成 8.65 亿美元协议的 T2 层级玩家。但其估值已从 40 美元完全重置至 15 美元。因此，它与 $NBIS、$IREN、$CIFR、$WULF 及其他股票一样，是极具吸引力的买入选择。
英文原文
Almost every Neocloud segment stock is a extremely solid buy (maybe aside from $SLNH) $WYFI is kinda T2 with NScale's $865m agreement. But it's valuation got completely reset from $40 to $15. So it's an extremely attractive buy up there along with $NBIS, $IREN, $CIFR, $WULF and the others.
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2026年1月1日美股评级：推荐SMCI、INTC等复苏及AI基建标的，回避高估量子及零售股。
欢迎来到2026年。1月1日评级： 强烈买入： $TTD $SMCI $AIRO $INTC $HIMS $AXTI $TSM $NBIS $CIFR 三星电子 (KRX: 005930) $HUT $IREN $WULF $GLXY $TSSI $META $ETOR $CRCL 买入： $KRKNF $ONDS $GEMI $NVDA $MU $AMKR SK海力士 $SNAP $RDDT $AAOI $COHR $FISV $FLY $DJT $LITE $AMZN $MRVL $AVGO $OSS $BULL $ORCL $CRDO $ALAB 回避： $RGTI $QBTS $RGTI $BMNR $ETH $PLTR $WMT _ 简而言之的想法： TTD - 估值完全重置，年初至今下跌67%，叠加年底税务抛售。进入2026年是极佳的复苏标的。 SMCI - 仅因推迟一个季度以符合新Blackwell规格而交易得像一家困境公司。前瞻收入同比增长50%，市销率(P/S)接近0.5。税务收割后的极佳复苏标的。 AIRO - 资产负债表约1/6为现金。随着政府加速投资，无人机领域备受追捧。另一只被抛售的IPO新股。进入2026年，尤其在热门细分领域，是极佳的复苏标的。市销率约3.8倍，相比ONDS的25-30倍市销率，当然其教育等业务对利润率计算有很大干扰。 INTC - 它实际上已成为美国政府的半导体臂膀。超大规模云厂商很可能被激励（强烈施压）在有机会时优先使用Intel而非TSM、三星等。我不会赌美国政府会输。 HIMS - 进入2026年前大幅抛售。从70多美元下跌。销售/流量下降，但Zava收购/增长应在2026年带来巨大顺风。尤其是有数亿美元回购，前两个月是强劲的复苏标的。 AXTI - 之前发过相关论点。CEO称“40%的磷化铟(InP)供应链”，InP将是2026-2027年超大规模AI建设中的巨大瓶颈，直到2028年有足够时间通过工程手段绕过它。 TSM - 我引用过很多次。利润率提升。需求最大化。未来几年极好的复利增长者。 三星电子 - 受益于代工/存储。在所有顺风助力业务方面简直是金蛋。 NBIS - 极强买入，$7-90亿年度经常性收入(ARR)，它实际上是5家不同公司，每年三位数增长。管理层引用20-30%息税前利润(EBIT)率，这只是等待游戏。 CIFR, HUT, IREN, WULF, GLXY - 整个数据中心板块在Oracle/OpenAI担忧后极度超卖。OpenAI最近融资$400亿，$AMZN再投$100亿等。因此关于资本支出(Capex)的担忧已大幅降低风险。这也是多方面的，例如比特币下跌影响$CIFR资产负债表，$GLXY在加密领域。但总体而言，新云(neoclouds)板块有巨大的复苏/扩张潜力。 TSSI - 类似SMCI。递延收入=核弹级利空。税务收割后应恢复，且大量收入将被确认。 META - 财报后因一次性税务问题遭遇巨大算法抛售。他们还削减了现实实验室等部门的资本支出/运营支出，这应为2026年的每股收益(EPS)带来巨大顺风。 ETOR - 市值$28亿，坐拥$12亿现金，仍保持双位数同比增长。$1.5亿回购应是不错的顺风，且年初至今表现带来的税务收割效应应会消退。 CRCL - 稳定币论点在2026年应非常稳固。 买入 KRKNF - Anduril合作伙伴+规模。2026年可能转板，国防支出带来大量顺风。 ONDS - 收入增长极具爆炸性，到处都有新的$1000万合同。大量现金余额资助研发。市销率很高，但该领域的投机性领导者如RKLB有估值溢价。 GEMI - 通常我不喜欢交易所，但Gemini从$30+ IPO跌至$10以下。极佳的复苏标的。 NVDA - 巨大的积压订单。大家都知道Nvidia的牛市逻辑。 MU - 存储火热。 SK海力士 - 存储火热。 AMKR - 受益于“美国制造”芯片生产扩张。 SNAP - 存储运营支出削减，存储货币化增加收入，Perplexity贡献$4亿。季度收入$15亿。如果他们将所有这些转化为$10亿+自由现金流(FCF)/年，即使收入完全停止增长，也会完全重估Snap。 RDDT - 说实话，未来10+年不会消失。它是社交媒体界的Robinhood，通过新的收入货币化方式极速增长，且极其盈利。 AAOI - Amazon, MSFT ASIC规模化的互连标的。 COHR - 受益于下一代ASIC的光子学部署。 FISV - 财报后抛售过多，税务收割后是强劲的复苏标的。 FLY - SpaceX IPO带动太空领域火热。税务收割结束后应表现良好，且即将有Northrop的中期催化剂。 DJT - 我从没想过会把它放在这里，但这只是因为他们的TAE合并。 LITE - Google TPU部署带来巨大的物料清单(BOM)，估值有吸引力。Google TPU修正预估后轻微抛售，但它基本存在于每个超大规模ASIC部署中。 AMZN - 七大科技巨头中估值不过高的一个。 MRVL - 分析师误导导致抛售，进入2026年强烈买入。尤其是MSFT Maia收入翻倍时，Marvell当前收入也将随之增长。 AVGO - 像NVDA一样，随着AI基础设施部署加速，强劲的长期持有标的。 OSS - 我曾发帖推测他们是Anduril的供应商之一。但无论如何，边缘计算在2026年将很火热，其1.8亿市值呈现有吸引力的上行空间。 BULL - 类似Robinhood，拥有巨大用户群，但他们只需找出货币化方法。 Oracle - 我认为抛售过多。几个月前我将其列入回避，但从$330跌至$190后，尤其在OpenAI再融资$400亿后，再次具有吸引力。 CRDO - 极高利润率，数据中心部署所需的必要连接。 ALAB - 极高利润率，数据中心部署所需的必要连接。 回避： 有很多在“高估名单”上的东西，比如$RKLB，我喜欢但除了这些之外我不会说回避它们。 RGTI, QBTS, RGTI - 量子名称仍然高估，且可能在未来几年无法交付自由现金流。 BMNR, ETH - 如果你看过我的ETH帖子，我不太看多，因为每天ETH燃烧量只是个位数到低双位数，这简直是笑话。 PLTR - 最被高估的AI名称之一。 WMT - 这怎么是40倍市盈率？这是沃尔玛？ __ （这些基于今日价格） 简而言之： Circle, Etoro, AIRO, Klarna, Figma等IPO名称在下跌+税务收割后进入2026年呈现有吸引力的上行空间。 大量如SMCI, HIMS等过去3个月下跌约40%的名称，在税务收割+一月效应后是极好的波段/复苏交易标的。 许多如FiserV或The Trade Desk等暴跌的名称在税务收割后也是良好的复苏交易标的。 许多数据中心股票如nebius, iren, cifr, wulf, galaxy也是极好的复苏交易标的。 许多其他领域如存储、瓶颈、光子学等在2026年只是极好的长期持有标的，尽管各自都触及历史新高。 仍有相当多高估的名称，从量子到某些太空股票（如planet或rocketlab），特定AI名称如Palantir到零售股票如沃尔玛，我可能会暂时回避，直到有轻微回调。 这只是一个简而言之，如果我仅做短期交易（非长期），但欢迎提问。
英文原文
Welcome to 2026. Jan 1st ratings: Strong Buy: $TTD $SMCI $AIRO $INTC $HIMS $AXTI $TSM $NBIS $CIFR Samsung Electronics (KRX: 005930) $HUT $IREN $WULF $GLXY $TSSI $META $ETOR $CRCL Buy: $KRKNF $ONDS $GEMI $NVDA $MU $AMKR SK Hynix $SNAP $RDDT $AAOI $COHR $FISV $FLY $DJT $LITE $AMZN $MRVL $AVGO $OSS $BULL $ORCL $CRDO $ALAB Avoid: $RGTI $QBTS $RGTI $BMNR $ETH $PLTR $WMT _ TLDR thoughts: TTD - Complete valuation reset dropping 67% YTD, compounded by EOY tax sell-off. Great recovery play going into 2026. SMCI - Trades like distressed company just because they delayed revenue by 1 quarter for new blackwell specs. Forward revenue is increasing 50% Y/Y, P/S close to .5 now. Great recovery play from tax harvesting. AIRO - Roughly ~1/6th balance sheet was cash. Everyone seems to be into drones, especially with accelerated gov inevstments. Another IPO name that got sold off. Great recovery play going into 2026 with esp. hot segment. Roughly ~3.8x P/S compared to ONDS trading at 25-30 P/S, but obviously there's quite a lot of other businesses like their education sector which messed up margin calculations quite a bit. INTC - It's literally become the semi arm of the US government. Hyperscalers will likely be incentived (strongly pressured) to use Intel whatever chance it gets over TSM, Samsung, etc. I would not bet against the US government. HIMS - Huge selloff going into 2026. Down from $70's. Sales/Traffic is down, but Zava acquisition/growth should add a huge tailwind going into 2026. Esp. with few hundred mill buybacks, strong recovery play first two monts in. AXTI - Posted thesis on this earlier. CEO - "40% of Inp supply chain", InP will be a huge, huge bottleneck for hyperscaler AI buildout 2026-2027 until there's enough time to engineer around it in 2028. TSM - I've covered this quote a lot. Increasing margins. Maxed out demand. Just extremely good compounder next few years. Samsung Electronics - benefits from foundry/memory. just golden egg regarding all the tailwinds helping the buisness. NBIS - Extremely strong buy, $7-9B ARR, it's literally 5 different companies growing triple digits Y/Y. management quoted 20-30% EBIT margins, it's just a waiting agme. CIFR, HUT, IREN, WULF, GLXY - Whole datacenter space is extremely sold off after Oracle/OpenAI fears. OpenAI recently raised $40B, another $10B from $AMZN, and more. So a lot of fears regarding capex spend has been de-risked. It's multifaceted too, eg. Bitcoin drop, affects $CIFR balance sheet, $GLXY in crypto space. But generally huge recovery play/ramp for neoclouds sector. TSSI - Similar to SMCI. deferred revenue = nuke. Should recover after tax harvesting + lot of revenue gets recognized META - Huge algorithmic selloff post earnings due to one-time tax. They also cut capex/opex spend of their reality labs and other departments and this should be a huge tailwind for EPS going into 2026. ETOR - Literally sitting on $1.2B with a $2.8B marketcap and growing double digits Y/Y still. $150M buyback should be a nice tailwind, and tax harvesting from YTD performance should subside. CRCL - Same as stablecoin thesis should be really solid going into 2026 Buy KRKNF - Anduril partner+ scale. Probable uplisting in 2026, lot of tailwinds from defense spending. ONDS -pretty explosive revenue growth, new $10m contracts left and right. large cash balance to fund r&d. Pretty high p/s but there's valuation premiums for speculative leaders in the space like rklb. GEMI - So i typically dont like exchanges, but gemini got nuked from $30+ IPO sub $10. pretty solid recovery play. NVDA - Huge backlog lol. Everyone knows bull case for nvidia MU - Memory is hot SK Hynix - Memory is hot AMKR - benefits from "made in america" chip expansion in prod. SNAP - Opex Cut from memory, increase revenue from memory monetization, $400m from perplixity. $1.5B revenue/quarter. They could literally stop growing revenue complelty if they convert all of that to $1B+ FCF/year, it would re-rate snap completly. RDDT - This is not going anywhere for the next 10+ years tbh, it's like robinhood of social media, growing extremely fast from new ways to monetize revenue, and just extrmeely profitable. AAOI - interconnect play for amzn, msft asic scale up. COHR - benefits from photonics rollout for next gen asics. FISV - Nuked a bit too much post ER, strong recovery play esp. post tax-harves.t FLY - Space is hot from SpaceX IPO. Should do well given tax harvesting is over, and they have medium lift coming up with northrop. DJT - I never thought i'd put this here lol, but this is just because of their TAE merger. LITE - Large BOM from Google TPU rollout, attractive valuation. Slight selloff after Google TPU revised est. but it's basically in every single hyperscaler asic deployment. AMZN - one of the mag7 that's not overvalued MRVL - Selloff from analyst misinformation, strong buy going into 2026. Especially with msft maia revenue doubling Marvell's current revenue when it ramps up AVGO - Like NVDA just strong long, as AI infrastructure deployment ramps up OSS - I made a post speculating that they're one of andruils' suppliers. but regardless, edge computing will be hot 2026 and its 180m mc presents attracctive upside. BULL - similar to robinhood where they have a huge userbase, but they just need to figure out monetization Oracle - Sold off a bit too much imo. I put this on avoid months ago but after the from from $330 to $190, it's more attractive again esp. after openai raised another $40B CRDO -extremely high margin, necessary connectivity for dc rollout ALAB - extremely high margin, necessary connectivity for dc rollout Avoid: There's a lot of stuff on the "overvalued list" like $RKLB that i like but I wouldn't quite say avoid it either aside from these. RGTI , QBTS, RGTI - Quantum names are still overvalued and likely won't deliver fcf in the next few ytears. BMNR, ETH - if you saw my eth post, not exactly bullish since the amount of ETH burn is just single-low double digits every day, which is a joke. PLTR - one of the most overvalued ai names WMT - How is this 40 p/e? This is Walmart? __ (these are based on today's prices) TLDR: IPO names like Circle, Etoro, AIRO, Klarna, Figma, present attractive upsides post drop + tax harvesting going into 2026. Tons of names like SMCI, HIMS that dropped 40% or so past 3 months, are amazing swing/recovery trades post-tax harvest + Jan effect. Lot of the names that doom dropped like FiserV or The Trade Desk present good recovery trades too post-tax harvest. Many datacenter stocks like nebius, iren, cifr, wulf, galaxy, are amazing recovery trades too. Lot of other segments like memory, bottlenecks, photonics, and others are just great longs in 2026, despite each hitting ATHs. There's still quite a lot of overvalued names from Quantum, to certain Space stocks (eg. planet or rocketlab), specific AI names like Palantir to retail stocks like Walmart that I would probably avoid for the time being until there's a slight correction. This was a TLDR just if I'm short term trading-only (not long term) but feel free to ask questions.
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2026年十大主题投资：聚焦AI供应链瓶颈、软体机器人及支付颠覆。
2026年通讯。 主题投资：演进、颠覆与瓶颈 1. 软体机器人 - 向 $TSLA、$ONDS、波士顿动力演进。 2. 硅光子(SiPh) - 磷化铟(InP)瓶颈 | $AXTI、$LITE、$GOOGL 3. 玻璃基板 - 瓶颈 | $NVDA、$INTC、$TSM 4. 资金流动 - 对 $V、Stripe、$BOA 的颠覆 5. AI云层级 - 瓶颈 | $NBIS、$IREN、$HUT 6. LLM网络安全 - 向 $CRWD、$CSCO、$MSFT 演进 7. 低轨(LEO)太空基础设施 | 向 $RKLB、SpaceX、$ASTS 演进 8. 消费者代理工作流(50步) - 对消费者劳动力的颠覆，来自Manus、$PATH Cognition 9. 分布式计算延迟 - 瓶颈 | $TSLA、$AMZN、$GOOGL 10. 铜互连寿命延长 - 瓶颈 | $NVDA (LPU/Groq)、$AMD、$INTC _这是我对从公开信息综合及瓶颈二/三阶效应来看最感兴趣的主题投资的简要概述！_ 1. 软体机器人：向机器人的演进 传统机器人（Optimus、波士顿动力）依赖逆运动学控制刚性关节。软体机器人改变了数学模型。 我们已到达硬件（Optimus、波士顿动力、Figure）与LLM（Gemini、Grok、Opus）相遇的节点，正处于大规模商业化的开端。 通过使用受章鱼触手和人类皮肤启发的材料，机器人正从齿轮转向流体性，以处理极其精细的任务，如像人手一样处理农产品，或为 $ONDS/Andruil 无人机添加类章鱼延伸以拾取极重表面。 这种演进在于跳出思维定势思考机器人能做什么。我记得7年前曾与该领域的斯坦福博士合作，AI在多年研究后开始商业化，因此该领域也是如此。 将类生物流体性添加到刚性机器人中的可能性是无限的，这只是自然演进。 大多数可能是私人公司。 2. 硅光子 - AI基础设施的瓶颈“磷化铟(InP)卡脖子点” 从Blackwell Ultra集群到Google TPU已触及上限，需要光子互连 | 共封装光学(OCS)以实现扩展。 基板：$AXTI（通过Tongmei）和住友（日本）控制全球约60-70%的InP基板市场。 材料：Vital Materials（中国）和AXT等公司控制原材料铟本身的精炼（78%+的供应链）。 如果你是美国科技巨头，你2026年的整个“AI增长故事”取决于由地缘政治对手控制的材料。 唯一可扩展的解决方案是工程绕行，要么实现芯片上光传输，同时减少90%的铟使用，要么使用微小的磷化铟薄片代替大型昂贵晶圆。 瓶颈本身有机会，如AXT、住友。或帮助解决它的公司如 $POET。 3. 玻璃基板 - 解决从 $NVDA 到其他公司的共封装光学(CPO)瓶颈 向玻璃基板的转变本质上是半导体行业对当前材料物理极限的回答。 当前芯片位于有机材料（本质上是专用塑料）制成的基板上。随着芯片变大，如Nvidia巨大的GPU封装，塑料基板会翘曲。 因此，玻璃基板正成为共封装光学(CPO)的行业标准，因为它们解决了光子学中最大的对齐问题。 美国政府已视其为必要，我们看到巨额补贴流向这些公司。 $INTC、三星电子、Absolics（SKC子公司）、DNP等是主要受益者，尤其是随着MRVL和 $AVGO（推动光学开关的玻璃）推进CPO革命。 4. 资金流动 - 对卡网络、银行、交易所和支付的颠覆 几十年来，资金转移一直是“收费公路”业务。每次刷卡，2%到3%的钱流入卡网络（Visa/Mastercard）和发卡行的口袋。 或者从交易所买卖加密货币是0.2-1%。这是历史上最有利可图、“不可杀死”的商业模式。 直到现在。2025年的“天才法案”刚刚将金钱传输许可证或银行特许状交给像 $XRP 这样的公司，赋予了他们王国钥匙。 对我来说并非理论。我恰好正在自己的初创公司与创建V / $PYPL 实时支付网络的人一起从事这项工作。 但基本上，拥有现有MTL或追求银行特许状并利用天才法案及其他技术的公司，现在可以通过在美联储和区块链之上进行结算来绕过传统百分比费用，有效地将基于百分比的费用转化为几美分。 99%的公司会这样做吗？可能不会，因为支付行业的所有利润率都将归零。但我乐意看到。 但基本上，Stripe以11亿美元收购Bridge本应是对现有公司的红色警报，表明1天ACH、 interchange模式、25美元国际转账的日子即将结束。 这扩展到许多其他相邻领域，从低费用颠覆者如 $HOOD、Mercury，一直到稳定币新银行，或制作自己稳定币的公司如 $SOFI。 5. AI云层级 - 超大规模计算瓶颈的解决方案 当超大规模云厂商被困在3-5年的电网互连队列中时，像WULF和IREN这样的矿工今天就拥有即插即用的GW级算力。 这是千载难逢的机会，超大规模云厂商将其现金牛云收入流向小公司。 这里有不同的层级，从Fluidstack、Poolside、Fireworks在GPU编排层，到IREN等公司构建的裸金属层。 然后有成为超大规模云厂商本身，如NBIS拥有物理位置、GPU、软件编排，然后为推理提供简单接口。 这是少数小公司在未来一两年成为AWS或Azure，或被收购（例如GOOGL以47亿美元收购Intersect）的机会。 像NBIS、IREN、CRWV这样的新云，以及像CIFR、WULF、HUT这样的colo玩家（以及私人部门->能源）将受益。 6. LLM网络安全 - 向现代安全和漏洞防御的演进 最近的报告（例如来自Anthropic红队）显示，高级模型如Opus（及未来版本）可以自主扫描开源智能合约，并在几分钟内识别价值数百万美元的“零日”漏洞。 含义：如果AI能在不可变的区块链合约中找到逻辑缺陷，它也能在银行的SWIFT API或电网控制软件中找到缺陷。 同样适用于KYC/AML。像Gemini Nano Banana这样的模型能够创建逼真的图像/视频，人们能够绕过许多程序。 这个领域有很多不性感但具Alpha潜力的事情，如LLM自动化SOC2/PCI DSS合规，代理坐在服务器上，持续监控日志，并自动生成审计所需的证据。 7. 低轨(LEO)太空基础设施 | 向拓展最后疆域的演进 太空是下一个大事情。这并不新鲜。（希望你懂这个笑话）。但从像 $RKLB、SpaceX这样的公司，到解决轨道拥堵或发射节奏瓶颈的公司，再到像ASTS或Starlink这样商业化基础设施的公司，在未来一年呈现许多机会。 因此，像Impulse、Blue Origin、$ASOZF到RKLB、$ASTS这样的公司将受益于整个链条。 8. 消费者代理工作流(50步) - 对消费者劳动力的颠覆，来自Manus、PATH Cognition 这一点很简单，无需解释。但在对就业+成本节约的潜在影响上显而易见。 你如何自动化商务拓展？如何自动化营销？如何自动化软件工程师？ 这超越了ChatGPT的几步回答，直接进入现实世界，AI代理可以在X上漫游，找到合适的人，发送DM，继续对话，并在一个工作流中导致销售电话。 这是“聊天机器人”时代的结束和“行动”时代的开始，取代公司以前需要的所有人。 我尚未看到任何公司大规模做到这一点。拥有这些的公共公司如META并没有呈现最佳敞口。也许是 $PATH 在公共空间。 9. 分布式计算延迟 - 解决AI计算容量紧张的瓶颈 像GOOGL Cloud、MSFT Azure这样的超大规模云厂商已达最大容量。 Elon Musk已经提出分布式计算作为解决此问题的未来（例如，拥有 $TSLA 网络为LLM推理提供计算）。 “Tesla计算云”论点很迷人，但我识别出的最大物理障碍是：推理延迟。 要生成“Token B”，模型必须先生成“Token A”。它不能同时做两者。如果你将一个巨大模型（如Grok-3）拆分到5辆不同的汽车中以适应内存，你必须为每个生成的Token在这些汽车之间发送数据。 因此，如果汽车之间的网络延迟甚至是20ms（5G的乐观估计），而你生成50个Token，你刚刚在计算时间之上添加了1秒的纯“等待时间”（延迟）。在使用NVLink的数据中心中，该等待时间以纳秒计。 同样适用于零售用户拥有的任何备用计算机、GPU等。有数十亿消费级GPU（Teslas、iPhones、游戏PC）90%的时间闲置。 解决推理的“分布式延迟”问题呈现了计算史上最大的套利机会之一。 尚未看到任何公司大规模完成此任务。也许NVIDIA Dynamo、$AKAM、TSLA正在接近。 10. 铜互连寿命延长 - 解决Nvidia和其他公司的瓶颈 既然我们不能拥有无限的InP，我们必须用现有的东西（例如铜）进行工程绕行，所以铜电缆可以做物理上说它不应该做的事，如在不损失信号的情况下跨机架传输224G信号。 行业在InP上遇到了硬性停止，美国在物理上无法开采和精炼足够的InP将数据中心中的每个链接变成光纤。 如果有任何帮助，那就是好事。例如，NVDA对Groq团队和IP的200亿美元“收购雇佣”。LPU更多是关于推理延迟/架构，但它作为副产品解决了铜寿命延长。Groq的整个架构在延迟上击败了Nvidia，因为它拒绝了光学。Groq使用“确定性”网格，依赖芯片之间的直接电气（铜）连接，避免光学开关的“抖动”和转换时间。 像 $ALAB、$CRDO、Groq，或任何能找到用铜绕过光学瓶颈方法的公司将是赢家。 _这里有从私人部门投资到公共部门的众多交易！只是今天即兴写下了我的想法，但乐意稍后详细阐述。 无论如何，我相信这些主题投资中的许多： 从投资InQ瓶颈绕行（$POET）或瓶颈本身（$AXTI）到公共部门的颠覆者（$CRCL）。 到投资铜扩展瓶颈修复（Groq）、银行特许状颠覆者（Mercury）到私人部门的演进公司（Lightmatter、Festo）。 在2026年呈现不对称上行空间。 新年快乐！
英文原文
2026 Newsletter. Thematic Investments: Evolution, Disruption, and Bottlenecks 1. Soft Robotics - Evolution to $TSLA, $ONDS, Boston Dynamics. 2. SiPh - InP Bottleneck | $AXTI, $LITE, $GOOGL 3. Glass Substrates - Bottleneck | $NVDA, $INTC, $TSM 4. Money Movement - Disruption to $V, Stripe, $BOA 5. AI Cloud Layers - Bottleneck | $NBIS, $IREN, $HUT. 6. LLM Cybersecuirty - Evolution to $CRWD, $CSCO, $MSFT 7. LEO Space Infrastructure | Evolution to $RKLB, SpaceX, $ASTS 8. Consumer Agentic Workflows (50 Step) - Disruption to the Consumer Workforce, from Manus, $PATH Cognition 9. Distributed Computing Latency - Bottleneck | $TSLA, $AMZN, $GOOGL, 10. Copper Interconnect Life Extension - Bottleneck | $NVDA (LPU/Groq), $AMD, $INTC _ This is an light overview of thematic investments I find the most interesting from a public-information synthesis perspective + second/third-order effects from bottlenecks! _ 1. Soft Robotics: The Evolution to Robotics Traditional robotics (Optimus, Boston Dynamics) relies on Inverse Kinematics to rigid joints. Soft robotics changes the math. We've met the point where hardware (Optimus, Boston Dynamics, Figure) met LLMs (Gemini, Grok, Opus), and we're at the beginning of possible widespread commercialization. By using materials inspired by octopus tentacles and human skin, robots are moving away from gears and toward fluidity to handle extremely delicate tasks like handling produce like the human hand, to picking up extremely heavy surfaces adding Octopus-like extensions to $ONDS/Andruil Drones. The evolution is thinking outside the box in terms of what robotics can do. I remember working with some Stanford PHds in this field like 7 years ago, and it just so happens AI is starting to be commercialized after many years of research. So expected, this field to be as well. Possibilities are limitless adding organism-like fluidity to rigid robotics, this is just the natural evolution. Most of these are prob private companies. _ 2. Silicon Photonics - Bottleneck of the AI Infrastructure "InP Chokepoint" Blackwell Ultra Clusters to Google TPUs have hit the upper wall and requires photonics for interconnects | OCS to scale up. The Substrates: $AXTI (via Tongmei) and Sumitomo (Japan) control roughly 60-70% of the world's InP substrate market. The Materials: Companies like Vital Materials (China) and AXT control the refining of the raw Indium itself (78%+ of supply chain). If you are a US tech giant, your entire "AI Growth Story" for 2026 depends on materials controlled by geopolitical rivals. The only scalable solution is engineering around it, either by delivering light-on-chip, while using 90% less InP or companies that use tiny slivers of Indium Phosphide instead of large, expensive wafers. There's opportunities with the bottleneck itself like AXT, Sumitomo. Or companies that help address it like $POET. _ 3. Glass Substrates - Fixing the Bottleneck for CPOs from $NVDA to others. The shift toward glass substrates is essentially the semiconductor industry’s answer to a physical wall they are hitting with current materials. Current chips sit on a substrate made of organic materials (essentially specialized plastic). As chips get larger, like Nvidia's massive GPU packages, plastic substrates warps. So, glass substrates is becoming the industry standard for Co-Packaged Optics (CPO) because they solve the single biggest problem in photonics with alignment. US Government already sees this as a necessity and we've seen huge subsidies funneling down to some of these companies. Companies like $INTC, Samsung Electronics, Absolics (SKC Subsidiary), DNP, and others are the main beneficiaries, especially as MRVL and $AVGO (driving glass for optical switches) move forward with CPO revolution. _ 4. Money Movement - The Disruption to Card Networks, Banking, Exchange, and Payments For decades, moving money has been a "toll road" business. Every time you swiped a card, 2% to 3% of that money vanished into the pockets of the Card Networks (Visa/Mastercard) and Issuing Banks. Or buying/selling crypto from an exchange would be .2-1%. It was the most profitable, "un-killable" business model in history. Until now. The "Genius Act" of 2025 just handed companies like $XRP with Money Transmitter Licenses or Banking Charters the keys to the kingdom. Not really theoretical for me. I happen to be working on this myself at my own startup with some folks who created V / $PYPL's real-time payment networks. But basically companies with existing MTLs or pursuing banking charters leveraging the Genius Act and some other tech can now bypass legacy % fees by doing settlement on top of the Federal Reserve and blockchains, effectively converting percentage-based fees into a few cents. Would 99% companies do it? Probably not since every single margin from across the payment industry would just go to 0. I'd be happy though. But basically Bridge's $1.1B acquisition by Stripe should have been a red-alarm to existing companies that days of 1-Day ACH, interchange models, $25 international transfers, are soon to be over. This extends to many other adjacents from low fee disruptions like $HOOD, Mercury all the way to Stablecoin Neobanks, or companies making their own stablecoins like $SOFI. _ 5. AI Cloud Layers - The Solution to HyperScaler compute Bottleneck While Hyperscalers are stuck in 3-5 year grid interconnection queues, miners like WULF and IREN are sitting on plug-ready GWs today This is the opportunity of a lifetime as hyperscaler funnel their cash cow Cloud revenues down to tiny companies. There's many different layers to this from Fluidstack, Poolside, Fireworks on the GPU orchestration layer, to the bare metal layer that companies like IREN are building. Then there's becoming the hyperscaler themselves like NBIS owning the physical locations, the GPU, software orchestration, and then providing simple interfaces for inference. This is the opportunity for a few small companies to become Amazon Web Service or Microsoft Azure over the next year or two, or get acquired (eg. GOOGL buying Intersect for $4.7B) Neoclouds like NBIS, IREN, CRWV, down to colo plays like CIFR, WULF, HUT (and private sectors -> Energy) stand to benefit. _ 6. LLM Cybersecurity - The Evolution to Modern Security and Vulnerability Defense Recent reports (e.g., from Anthropic's Red Team) showed that advanced models like Opus (and future iterations) could autonomously scan open-source smart contracts and identify "Zero-Day" exploits worth millions of dollars in minutes. The Implication: If an AI can find a logic flaw in a immutable Blockchain contract, it can find a flaw in a bank's SWIFT API or a power grid's control software. Same with KYC/AML. Models like Gemini Nano Banana are able to create realistic images/videos of people and people are able to get past a lot of programs. There's tons of things as an unsexy alpha in this field like LLMs automating away SOC2/PCI dss compliance to agents sitting on a server, continuously monitor logs, and auto-generate the evidence needed for auditors. 7. LEO Space Infrastructure | The Evolution to Expanding into the final frontier. Space is the next big thing. This is not anything new. (hope you got the joke). But anywhere from companies like $RKLB, SpaceX. Companies that fix orbital congestion or launch cadence bottlenecks. To companies that commercialize the infrastructure like ASTS or Starlink present many opportunities over the next year. So companies like Impulse, Blue Origin, $ASOZF to RKLB, $ASTS stand to benefit across the entire chain. 8. Consumer Agentic Workflows (50 Step) - Disruption to the Consumer Workforce, from Manus, PATH Cognition This one is simple and needs no explanation. But largely obvious in potential impact on employment + cost saving. How do you automate away business development? How do you automate away marketing? How do you automate away software engineers? This is going past few step ChatGPT answers and directly in to the real world where an AI agent can roam X, find the right people, DM someone, continue conversations, and lead to a sales call in just one workflow. This is the end of the "Chatbot" era and the beginning of the "Action" era replacing everyone previously required in a company. I haven't quite seen this done at scale yet with any company. Public companies like META that own these, don't really present the best exposure. Maybe $PATH for public space. 9. Distributed Computing Latency - Fixing the Bottleneck for AI Compute Capacity Strains Hyperscalers like GOOGL Cloud, MSFT Azure at max capacity. Elon Musk already floated distributed computing as the future of solving this issue (eg. having networks of $TSLA's providing compute for LLMs for inference). The "Tesla Compute Cloud" thesis is fascinating, but the single biggest physical barrier I've identified is: Inference Latency. Too generate "Token B," the model must first finish generating "Token A." It cannot do both at the same time. If you split a massive model (like Grok-3) across 5 different cars to fit it in memory, you have to send data between those cars for every single token generated. So, if your network latency between cars is even 20ms (optimistic for 5G), and you are generating 50 tokens, you just added 1 full second of pure "waiting time" (latency) on top of the compute time. In a data center using NVLink, that wait time is measured in nanoseconds. Same applies to any spare computer, GPU, and others owned by retail users. And there's billions of consumer GPUs (Teslas, iPhones, Gaming PCs) that sit idle 90% of the time. Solving the "distributed latency" problem for inference presents one of the single greatest arbitrage opportunity in the history of computing. Haven't really seen any companies that accomplished this at scale yet. Maybe NVIDIA Dynamo, $AKAM, TSLA, getting a little closer. 10. Copper Interconnect Life Extension - Addressing the Bottlenecks of Nvidia and Others Since we can't have infinite InP, we have to engineer around it with what we have (eg. Copper), so copper cables can do things that physics said it shouldnt like carrying 224G signals across a rack without signal loss. The industry is hitting a hard stop on InP where, US cannot physically cannot mine and refine enough InP to turn every link in a data center into fiber optics. If anything helps, then it's good. EG. NVDA's $20B "Acqui-hire" of Groq's team and IP. LPU is more about inference latency/architecture but it addresses copper life extension as a byproduct. Groq’s entire architecture beat Nvidia on latency because it rejected optics. Groq uses a "deterministic" mesh that relies on direct electrical (copper) connections between chips, avoiding the "jitter" and conversion time of optical switches. Companies like $ALAB, $CRDO, Groq, or anyone who can find ways to engineer around the optical bottleneck with copper will be a winner. _ There are tons of trades from both private sector investments to public! Just wrote up my thoughts on the fly today, but happy to elaborate later. Regardless I believe a lot of these thematic investments from: Investing in InQ Bottleneck Workarounds ( $POET ) or the bottleneck itself ( $AXTI ) to Disruptors ( $CRCL ) in the public sector. To Investing in copper extension bottleneck fixes (Groq), bank charter disruptors (Mercury) to evolutionary companies (Lightmatter, Festo) in the private sector. Present asymmetrical upside in 2026. Happy New Year!
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新云板块处于验证期，当前下跌是建立护城河前的黄金买入机会。
新云(Neoclouds)正处于“证明实力”阶段。 $NBIS 的年经常性收入(ARR)增长率高达700%+，达到70-90亿美元；$IREN 的数据也超过34亿美元。 许多公司拥有多年的收入可见性，并得到七大科技巨头(Mag7)超大规模云服务商的背书。 然而，市场表示： “这不是一个无限刷钱的漏洞”。 即股价上涨 -> 可转换票据/稀释 -> ARR增加 -> 循环往复。 它们现在都有资金，$NBIS 持有48亿美元以上的现金储备，$IREN 持有来自 $MSFT 预付款/票据的数十亿美元以完成建设并转化为自由现金流(FCF)。 尽管有《加速推进电气化法案(SPEED Act)》通过、OpenAI融资（降低交易对手风险）以及降息等顺风因素，但近期的下跌趋势似乎是年底税务收割、做空、主动式自动取款机(ATM)增发以及主要是： 等待证明这些公司能否从 $MSFT 与 IREN 的交易到 Nebius 的杠杆内部收益率(IRR)预测中，实现规模化的利润率。这似乎归结为执行力和等待下一次财报。 许多散户投资者在此期间似乎已经投降，但机构持股比例仅上升（$NBIS 从30%多升至50%以上）。 但非对称性就在这里： 如果 Nebius 管理层能实现20-30%的息税前利润(EBIT)利润率并达到70-90亿美元的 ARR 目标，那么在保守分析师给出200美元以上目标价(PT)的情况下，85美元的价格显得极其、极其低估。特别是考虑到 Clickhouse 的扩张/IPO 以及 Avride 与 Uber 合作的自动驾驶出租车规模化。 我在主题上也特别看好 $IREN 在微软交易上的杠杆 IRR 预测，以及来自 $CIFR / $WULF 与 $GOOGL 交易的新云数据中心(Colo)玩家。 简而言之：如果新云能在其预测的利润率、规模上执行到位，并在这2-3年的窗口期内建立自己的护城河，那么整个板块的抛售似乎是一个黄金机会。
英文原文
Neoclouds are in the "Prove It" phase. You have absurd 700%+ ARR growth rates to $7-9B from $NBIS and $3.4B+ figures from $IREN. Many have multiple year revenue visibility and backstop from Mag7 Hyperscalers. However, markets have said: "This is not an infinite money glitch". Where a stock goes up -> convertible note/dilution -> ARR increases -> repeat. They all have funding now, $NBIS sitting on a $4.8B+ cash stack, $IREN sitting on billions from $MSFT prepayment/notes to finish their buildout and turn that into FCF. Despite tailwinds from the initial SPEED act passing, OpenAI fundraising (for less counterpaty risk), and rate cuts, the recent downtrend seems to combine EoY tax harvesting with short selling, active ATMs, and mainly: Waiting for proof that these companies can deliver margins at scale from levered IRR projections on $MSFT's IREN deal to Nebius. It seems to comes down to execution and waiting for their next earnings report. Many retail investors seem to have capitulated during this time but institutional ownership has only gone up (30's from $NBIS to 50's+ now) But here's where the asymmetry comes in: If Nebius management scales to 20-30% EBIT margins with their $7-9B ARR target, this seems incredibly, incredibly off at $85 when conservative analysts are throwing out $200+ PTs. Especially considering possible Clickhouse ramp/IPO and Avride robotaxi scaling with Uber. I'm especially bullish thematically too with $IREN levered IRR projections on the Microsoft deal and Neocloud colo players from $CIFR / $WULF $GOOGL deals. TLDR: If Neoclouds can execute with their projected margins, scale, and create their own moats during this 2-3 year window, then the whole sector selloff seems like a golden opportunity.
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Amazon 投资 OpenAI 对 AI 数据中心和 ASIC 供应链的连锁影响
最新：Amazon 的 100 亿美元 OpenAI 融资，以及 AI 供应链的涟漪效应。 $AMZN 将以 5000 亿美元以上估值向 OpenAI 投资 100 亿美元以上。 为什么这是 AI 股票的重大结构性变化： 1. AI 数据中心交易去风险：（$ORCL、$CRWV、$APLD、$CORZ） 结合前面提到的 SPEED 法案，影响 Neocloud 的主要问题是： 1. 数据中心延迟和递延收入 2. 不可持续的 CapEx -> 没有 FCF 3. OpenAI 传染/积压订单风险 SPEED 法案直接处理了第 1 和第 2 点，但没有处理 OpenAI 相关的第 3 点。 影响 Oracle、CoreWeave 等最大 Neocloud/数据中心提供商的主要担忧，是它们为 OpenAI 这个对手方投入了巨额 capex，而 OpenAI 本身没有足够资金承诺这些资本开支。 但现在，随着 Amazon 新融资，第 3 点开始被解决。 - 新增 100 亿美元资金，加上 Amazon 的资产负债表支持 ChatGPT 的创造者，OpenAI 对 Oracle 和 CoreWeave 的早期承诺开始获得兜底。 - 下游影响：这直接降低了 $CRWV 和 $ORCL 的风险，因为它们在为 OpenAI 建设容量。再往下两层，依赖 CoreWeave 作为租户的 $APLD 或 $CORZ 也会被去风险。 由于 CoreWeave 和 Oracle 被视为“行业龙头”，这会立刻改变整个 Neocloud 板块的情绪，包括 $NBIS、$IREN、$CIFR、$WULF 等。 2. Hyperscaler AI capex 浪潮（$AMZN、$MRVL、Alchip）： 我们之前看到，$AVGO ASIC backlog 之后，市场开始担心 hyperscaler 支出减弱，很多相关玩家因此大跌。 但这笔交易的关键条件之一，是 OpenAI 采用 Amazon 自研 Trainium ASIC。这代表非 Nvidia 集群会激进扩张。 - 设计与 IP：直接利好 Marvell（$MRVL）和 Alchip 等 ASIC 设计伙伴。 - 定制硅集群需要大量光互连和 HBM。这会为光子（$AAOI、$LITE、$COHR）和内存（$MU、SK 海力士）创造新的 capex 超级周期。 - 代工厂，比如 $TSM。 以及更多参与 hyperscaler ASIC 建设的相关公司。 唯一输家？Nvidia（$NVDA）。 Amazon 正在成功用它庞大的资产负债表，迫使领先 LLM 摆脱对 H100/Blackwell 的依赖，同时推动整条 AI 供应链。 核心结论是，AI 交易由世界上最富有的公司资助，比如 $AMZN；OpenAI 也正在证明，它可以通过出让股权来扩大资产负债表，以满足需求。 做多 AI 板块。
英文原文
Just In: Amazon's $10B OpenAI Funding and The AI Supply Chain Ripple Effect. $AMZN is set to invest $10B+ in OpenAI at a $500B+ valuation Why this is a MASSIVE structural shift for AI stocks: 1. De-Risking the AI DC trade: ( $ORCL, $CRWV, $APLD, $CORZ ) With the SPEED Bill mentioned earlier, the main issues affecting Neoclouds were: 1. DC Delays & Deferred Revenue 2. Unsustainable CapEx → No FCF 3. OpenAI Contagion/Backlog. the Speed bill directly addresses #1 and #2. But not #3 with OpenAI. The main fears affecting the biggest Neocloud/Datanceter providers like Oracle, Coreweave was their immense capex spend for a counterparty (OpenAI) that doesn't have the funding to commit to it's capex spend. But now, #3 is starting to be addressed with the new Amazon funding. - With a fresh $10 Billion and Amazon’s balance sheet backing the creator of ChatGPT, OpenAI's early commitments to Oracle and CoreWeave are now starting to be backstopped. - Downstream Impact: This directly derisks companies like $CRWV and $ORCL, who are building capacity for OpenAI. And by two hops, companies like $APLD or $CORZ that rely on Coreweave as a tenant. As Coreweave and Oracle are seen as the "sector leaders" this immediately changes sentiment across the whole Neocloud sector from $NBIS, $IREN, $CIFR, $WULF and others as well. 2. The HyperScaler AI capex wave ( $AMZN, $MRVL, Alchip): We've seen fears after $AVGO ASIC backlog about hyperscaler spending waning. And many related players tanked on the news. However, a key condition of this deal is OpenAI’s adoption of Amazon’s proprietary Trainium ASICs. This signals an aggressive scaling of non-Nvidia clusters. - Design & IP: Direct benefit to ASIC design partners like Marvell ( $MRVL ) and Alchip. - Custom silicon clusters require massive optical interconnects and HBM. This creates a new capex supercycle for photonics ( $AAOI, $LITE, $COHR ) and memory ( $MU, SK Hynix). - Foundries such as $TSM. and many more related companies involved in the buildout of hyperscaler ASICs. The only loser? Nvidia ( $NVDA ). Amazon is successfully using its massive balance sheet to force the leading LLM to diversify away from H100/Blackwell dependence and boosting the whole AI supply chain alongside it. The main takeaway is that the AI trade is funded by the richest companies in the world, such as $AMZN, and OpenAI is showing it can scale up its balance sheet to meet requirements by trading off equity. Go long on the AI sector.
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估算 AI 基建法案通过概率，并更看重行政命令
是的，就像我和 Sydney Sweeney 的机会是 50/50 一样，法案通过、然后 $NBIS、$IREN、$CIFR 起飞的概率也是 50/50。 要么发生，要么不发生。 玩笑归玩笑，我随便猜的话，考虑到 Bernie 等民主党人早期反对，概率大概是 30-35%。 我会更押注可能的行政命令强行推进，因为 $ORCL 创始人和前沿 LLM 公司与本届政府关系很近。 另外，AI 基础设施现在已经是国家安全风险。
英文原文
Yes like how my chances with Sydney Sweeney are 50/50, the chances that the bill passes and $NBIS, $IREN, $CIFR goes to the moon are 50/50 as well. Either it happens or it doesn’t. Jokes aside just a wild guess is 30-35% given early disagreement from Democrats like Bernie. I’d count more on likely executive orders ramming things through given how close the $ORCL founder and frontier LLMs are with the administration. Also given how AI infrastructure is now a national security risk.
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估计 SPEED Act 时间线并强调其对 Neocloud 的顺风
按时间线估计，大概是 12 月最后一周。 不过像 Bernie Sanders 这样的人正在反对它。我看到 @pepemoonboy 下面的评论笑了，而且他说得很对：Bernie 对 AI 和基础设施作为关键国家安全风险的理解很不足。 当中国正处在构建关键前沿模型的边缘时，根本没必要搞这么多官僚程序和州与州之间的政治博弈。 但如果它通过，这可能是 Neocloud + 数据中心领域最大的顺风，对整个板块都极其利多。
英文原文
Last week of December for a timeline estimate. Regards like Bernie Sanders are pushing back on it though. I laughed at @pepemoonboy comment underneath and it’s so true given Bernie’s lack of understanding of AI and infrastructure a pivotal national security risk. There’s no need for all the bureaucracy and state-by-state political games when China is on the precipice of building critical frontier models. But if it passes, it’s probably the biggest tailwind for the Neocloud + Datacenters space and incredibly bullish for the whole sector.
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解释 SPEED Act 为什么比三次降息更利好数据中心链条
谢谢！之前也有一些帖子提到 SPEED Act 通过，以及“利好 $NBIS 和 $CIFR”，这很有帮助。 但我只是想拆解“为什么”，因为数据中心板块极其复杂，而且互相连接很深。 SPEED Act 通过比三次降息还好，因为在看利用率拖累、时间敏感的折旧成本，以及利润率如何影响 $ORCL 和 $CRWV 这类公司时，延迟可能是盈利能力面临的最大单一问题之一。 对于 CoreWeave 这样的直接受益者来说，这项法案会降低关于延迟和“不可持续 capex”的空头 thesis 风险。$APLD 和 $CORZ 这类下游公司，也会因为对手方风险降低而改善。
英文原文
Thanks! There were some other posts about the Speed act passing and “bullish for $NBIS and $CIFR”, which is helpful. But I just wanted to break down “why” since the DC sector is EXCEPTIONALLY nuanced and interconnected. Speed act passing is better than 3x rate cut, since delays are probably one of single biggest issue for probability whe we look at utilization drag, time sensitive depreciation costs, and margins affecting companies like $ORCL and $CRWV. Bear case thesis with delays and “unsustainable capex” gets derisked with this act on direct beneficiaries like Coreweave. And companies downstream from $APLD and $CORZ improve as well from lower counterparty risk.
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长文拆解 SPEED Act 对 Neocloud 和 AI 数据中心的去风险作用
刚刚，SPEED Act 在众议院取得进展。 这是今年 Neocloud 板块（$NBIS、$CRWV、$IREN）最大的单一去风险法案/事件。 下面是原因和梳理： 美国政府正准备以美国对中国的国家安全为理由，支持从 Oracle 到 Nebius 的 AI 数据中心建设。 Oracle 和 CoreWeave 最近跌了 40%+（也把 $NBIS 从 140 美元打到 79 美元、$IREN 从 80 美元打到 35 美元、$CIFR 从 24 美元打到 14 美元），核心恐惧有三点： 1. 数据中心延迟和递延收入 2. 不可持续的 CapEx -> 没有 FCF 3. OpenAI 传染/积压订单风险 SPEED Act 和美国政府干预，修复了数据中心建设延迟的空头论点，也解决了利用率滞后带来的盈利问题（利润率）。 #1 数据中心延迟和递延收入 空头 thesis：多年许可延迟（NEPA、输电）把高价值合同变成了递延收入风险。$CRWV 明确把供应商延迟作为下调指引的原因，并在财报后大跌，因为相当一部分收入被推迟到 2026 年 Q1/Q2。 如果 SPEED Act 通过，alpha 在这里： 强制速度和诉讼保护。 - SPEED Act 要求联邦环境和监管审查遵守严格且不可协商的截止日期，通常是 1-2 年。 - 诉讼保护：该法案大幅缩短针对已批准许可提起诉讼的时效，比如缩到 150 天，并指示法院即使许可被临时挑战，也要允许数据中心建设继续推进。 结果：从签约到“GPU 上架 -> 收入流入”的时间线，被压缩了，并由联邦政府在政治上去风险。 递延收入被提前确认，修复了 $CRWV、$APLD 和 Neocloud 板块此前面临的延迟、递延利润/收入问题。 #2 不可持续 CapEx -> 无法从资产变现出 FCF 空头 thesis：公司在 GPU 和建设上花费数十亿美元（$ORCL 的 capex 很巨大），但从购买 GPU 到变现之间的利用率拖累严重影响盈利能力和 FCF。 这也大幅影响 AI Cloud 供应商，因为它们缺乏足够电力来把 GPU/capex 变现。 公司因此面临巨大的减记风险，也就是利用率拖累：GPU 闲置时，折旧和通电成本的时钟仍在跑。 这个拖累对数据中心部门盈利能力影响巨大，The Information 关于 $ORCL AI 利润率极薄的报道也提到过这一点。 SPEED Act 和美国政府干预会直接降低 CapEx 风险，因为速度上的立法要求（修复点 #1）实际上保证电力基础设施会在一个确定且较短的时间线内到位。 这种确定性让 $NBIS、$CRWV 和 $IREN 可以更有信心安排数十亿美元 GPU 的采购和部署，知道资产到货后就能立即开始变现，同时也通过降低利用率拖累来加快 FCF。 这种结构性变化会流向整个行业。它会立即降低主要 AI Cloud 供应商（$AMZN、$MSFT、$ORCL）的风险，因为它们现在能更确定地保证产能；同时也会保证 Colo/Infra/Energy 提供商（$CIFR、$WULF 等）的需求，因为它们的核心业务就是提供电力容量。 关于 capex -> FCF 以及建设延迟时间线的空头论点，现在已经被 SPEED Act 直接处理。 现在美国政府准备加速 $NBIS、$CRWV 和 $IREN 这类公司，因为 AI 数据中心已经被放到美国和中国 AI 国家安全竞争的前线。 它能否在众议院通过，是每个投资者都该关注的事。但如果通过，这会是 Neocloud / AI 数据中心建设里最大的、尚未被充分讨论的顺风之一。
英文原文
Just now, the SPEED Act ADVANCES in the House. This is the single biggest de-risking bill/event for the Neocloud sector ( $NBIS, $CRWV, $IREN) this year. Here's why and a rundown: The U.S. GOVERNMENT is set to support the AI data center buildout from Oracle down to Nebius on national security grounds for US vs China. Oracle and CoreWeave recently dropped 40%+ (tanking $NBIS $140 -> $79, $IREN $80 -> 35, $CIFR, $24 -> $14 as well) on three core fears: 1. DC Delays & Deferred Revenue 2. Unsustainable CapEx → No FCF 3. OpenAI Contagion/Backlog. The Speed Act and US Government intervention fixes bear-case points for data center buildout delays and addresses utilization lag profitability issues (margins). #1 DC Delays & Deferred Revenue Bear Thesis: Multi-year permitting delays (NEPA, transmission) turned high-value contracts into deferred revenue risk. $CRWV explicitly cited vendor delays for lowering guidance and tanked on earnings shifting a large portion of revenue to from Q1 Q2 2026. The alpha if the Speed Act passes: Mandatory Speed and Litigation Shields. - The Speed Act mandates strict, non-negotiable deadlines (often 1-2 years) for federal environmental and regulatory reviews. - The Litigation Shield: The bill drastically shortens the statute of limitations for filing lawsuits against approved permits (e.g., to 150 days) and instructs courts to allow DC buildout to continue even if a permit is temporarily challenged). The Result: The timeline from contract signing to "GPUs on racks -> revenue flowing" is now compressed and politically de-risked by the Federal Government. Deferred revenue is pulled forward and fixes delays and deferred profitability/revenue that plagued $CRWV, $APLD, and the Neocloud sector. #2: Unsustainable CapEx -> No FCF from monetizing the assets Bear Thesis: Companies were spending billions on GPUs and construction ( $ORCL's capex is massive) with utilization drag (from the point of purchasing the GPUs to monetization) largely affecting profitability and FCF. This also largely affects AI Cloud vendors (lacking power to turn monetize the GPUs/capex). Again This forced companies to take a massive write-down risk due to Utilization Drag (the time the GPU sits idle while the clock runs on depreciation/power-up). This drag is HUGE for profitability on DC segments, as cited in The Information reports on $ORCL's razor-thin AI margins. The SPEED Act and the US Government intervention directly de-risks CapEx as the legislative mandate for speed (Fix #1) effectively guarantees that power infrastructure will arrive within a defined, short timeline. This certainty allows $NBIS, $CRWV, and $IREN to time the purchase and deployment of billions in GPUs with high confidence that the assets will begin monetizing immediately upon arrival as well as accelerates FCF from reducing utilization drags. This structural change flows down the entire industry. It instantly de-risks the major AI Cloud vendors ($AMZN, $MSFT, $ORCL) who can now guarantee their capacity, and it guarantees demand for the Colo/Infra/Energy providers ( $CIFR, $WULF, and others) whose core business is supplying that power capacity. The bear case on capex -> FCF + buildout delay timeline has now directly addressed with the Speed ACT. Now the US government is set accelerate companies like $NBIS, $CRWV, and $IREN as AI Datacenters is now placed on the forefront of the AI national security battle between the United States and China. Whether it passes legislation in the House is what every investor should be watching, but if does, this is one of the largest (not-talked about) tailwinds for the Neocloud /AI Decenter buildout.
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用 AMD/PLTR/RKLB 历史说明 thesis 未变时应给时间
同意，而且我已经反复见过这种情况。 2016 年的 $AMD，当时人们觉得它能挑战 Intel，后来在 5 美元附近投降。 2023 年的 $PLTR，当时人们相信 AI thesis，后来在做空者活动之后，在十几美元投降。 今年的 $RKLB，当时人们觉得它在 18 美元可能成为下一个 SpaceX，后来在低目标价之后投降。 当你看到很多散户最爱的名字，比如 $BTC、$NBIS、$IREN、$RKLB、$CIFR、$ASTS、$ALAB、$CRCL、$HOOD、$SOFI 等，从历史高位回落时，看看历史案例是有帮助的。 很多时候，当 FinX 因为大家讨论 $NBIS 可能成为下一个 AI 版 AWS，或 $ASTS 可能成为卫星蜂窝领域的下一个 Starlink，而形成所谓“泡沫”时，如果唯一变化的是股价，而不是 thesis，那就给它时间兑现。
英文原文
Agreed and I've seen it time and time again. $AMD in 2016 when people thought it could take on Intel, then capitulation at $5. $PLTR in 2023 when people believed in the AI thesis, then capitulation in the $10's after short seller activity. $RKLB this yeare when people thought it could become the next SpaceX at $18. Then capitulation after low PTs. When you see a lot of retail favorites like $BTC, $NBIS, $IREN, $RKLB, $CIFR, $ASTS, $ALAB, $CRCL, $HOOD, $SOFI, and others dropping from ATHs, it's good to see examples from history. And many of times, when finx forms a "bubble" from discussion that $NBIS is likely to become the next AWS for AI, or $ASTS has the potential to be the next starlink for satellite cellular. If the only thing that's changed is the stock price and not the thesis, give it time to play out.
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认为 Neocloud 板块在长期合同去风险后仍被错杀
同意。 像 $CIFR 这样的公司，现在交易得仿佛 $AMZN、$GOOGL 的合同从未发生过。 在整个 Neocloud 板块里，我们看到的是一场崩盘，尽管 Mag7 合同已经让全板块去风险，并提供了长期收入可见性。 $ORCL、$CRWV 以及一些个股因为 OpenAI 敞口而下跌是有道理的，但它把板块其他公司也一起拖下去了。
英文原文
Agreed. Companies like $CIFR are trading like the $AMZN, $GOOGL deals never happened. In the whole Neocloud sector, we’re seeing a crash despite de-risking and long term revenue visibility across the board with Mag7 contracts. $ORCL, $CRWV, and some individual names made sense given OpenAI exposure but it just dragged the rest of the sector alongside it.
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担忧 NBIS ATM 稀释，但认为情绪极低时可能适合买入
$NBIS 的 ATM 发行规模很大，所以可能会持续很长时间。 我真的希望 $NBIS 管理层能战略性地使用它，而不是在被做空期间卖。 现在股东只能相信管理层不会无限稀释，也不会在此时继续增加卖压。 80 美元的股价甚至已经包含 MSCI 流入之后的情况。 $NBIS、$IREN、$CIFR 以及整个 Neocloud 板块情绪都极低，所以如果你还有资金，这可能就是理想买点。
英文原文
$NBIS ATM offering would probably be around for a long time given the size. I really hope $NBIS management does this strategically and not during periods of short selling. Shareholders are just trusting management not to endlessly dilute + add selling pressure at this point. The $80 stock price is even post-MSCI inflows too. $NBIS, $IREN, $CIFR and other sentiment for Neocloud sector is extremely low so probably this was the ideal time to buy if you still have capital.
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周五科技股崩盘但作者认为散户方向长期正确，类似TSM/MU历史将重演
接飞刀还是抄底？ Oracle和Broadcom财报之后，周五股市对投资者来说简直是残酷的一天。 仅一天内大跌的热门FinX股票： $FRMI | -34.1% $SNDK | -15.89% $SEI | -15.3% $OKLO | -15.13% $MOD | -14.67% $ALAB | -14.31% $FLNC | -13.96% $LITE | -12.83% $GLXY | -11.73% $AAOI | -11.73% $AVGO | -11.43% $RMBS | -11.11% $CRWV | -10.06% $GLXY | -10.42% $EOSE | -9.73% $CIFR | -9.69% $APLD | -9.43% $WULF | -9.48% $BMNR | -9.17% $LGN | -8.86% $IREN | -8.79% $TSSI | -8.67% $NBIS | -6.99% 我通常会对每只股票做更多点评，但这次真的是太震撼了。像$FRMI因为租户流失/融资问题下跌还能理解，但其他一些就很难解释了。 $NBIS现在比政府、$MSFT和$META交易后还要低，$AVGO在$GOOGL TPU加速生产后却经历了史上最大跌幅之一。 你们周一在关注或买入什么？ （该推文引用了@aleabitoreddit的推文，引用内容仅供理解语境）： FinX是个泡沫。 r/wallstreetbets上的交易员也一样。 人们持有相同的股票：$NBIS、$TE、$ASTS、$HOOD、$RKLB、$IREN、$KRKNF、$ONDS、$SOFI、$AMD、$TSLA等。 然而：这其实是一件好事。 这些年来我见过这种情况反复上演。 短期来看，当人们买1-3个月到期的期权时，他们会在这些"泡沫化"且拥挤的交易中亏钱。 长期来看，一年后，散户对这些公司的方向判断是对的。 而这才是最重要的部分。 以$TSM（140-150美元）为例，一两年前当$NVDA最初崛起时，它曾是Reddit上最热门的股票代码。 散户的方向判断是对的，因为$TSM是整个人工智能建设浪潮的中心。 短期来看，由于买入2个月后到期的看涨期权，股价停滞甚至跌至127美元，每个人都亏了钱。 一年后股价涨幅超过100%+，所有那些看涨期权本来可以涨10倍。 $MU也是一样。Reddit知道内存是人工智能繁荣的重要组成部分，于是在同一笔交易上扎堆。 然而$MU在100美元停滞了一整年，每个人都亏了钱。 时间快进到现在，从美光到SK海力士，内存是最热门的东西，从65美元飙升至245美元，涨幅超过200%。散户方向判断对了，但最终被迫止损离场。 我坚信像$NBIS这样的股票，我们正处于散户买了太多短期期权、像当初$TSM或$MU那样被迫止损持有股票的那个时期。 然而时间快进一年，这可能就像$TSM、$MU或$HOOD（在18美元时）那样散户方向一直正确、却获得3-4倍回报的情况。 我确信FinX散户股票"泡沫"在短期内可能判断不正确——在那个时间框架内，未平仓合约、宏观波动率和做市商主导着市场——但长期来看方向判断是对的。
英文原文
Falling Knife or Dip Buy? What a brutal Friday for stocks after $ORCL and $AVGO earnings. Popular FinX names that dropped in just 1 day: $FRMI | -34.1% $SNDK | -15.89% $SEI | -15.3% $OKLO | -15.13% $MOD | -14.67% $ALAB | -14.31% $FLNC | -13.96% $LITE | -12.83% $GLXY | -11.73% $AAOI | -11.73% $AVGO | -11.43% $RMBS | -11.11% $CRWV | -10.06% $GLXY | -10.42% $EOSE | -9.73% $CIFR | -9.69% $APLD | -9.43% $WULF | -9.48% $BMNR | -9.17% $LGN | -8.86% $IREN | -8.79% $TSSI | -8.67% $NBIS | -6.99% I usually add more commentary on each stock, but it's been pretty incredible to watch. Things like $FRMI makes sense on losing tenants/funding but as for others. $NBIS is now lower than post Gov, $MSFT, and $META deals & $AVGO just had one of its largest drops in history even after $GOOGL TPU ramp. What are you watching or buying on Monday?
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博通财报后AI板块抛售是误解造成的买入机会，新云板块中OpenAI依赖股除外
博通[$AVGO]业绩及其对AI板块的影响，如$LIITE和$NBIS： 博通的业绩"双重超预期"，营收$180.2亿(+28% Y/Y)，EPS $1.95，超出共识预期。 但AVGO下跌-11.64%，并拖累了整个AI板块。 这是买入机会吗？ 是的。 博通被视为超大规模云厂商ASIC代理增长的代表，因为亚马逊$AMZN Trainium、微软$MSFT Maia、尤其是谷歌$GOOGL TPU V7 Ironwood都通过它进行规模化部署。 而像$ALAB(-13.2%)、$CRDO(-5.11%)、$LITE(-12.23%)、$TSM(-3.71%)、$COHR(-9.25%)等公司都是TPU/ASIC建设以及博通作为公司的直接受益者。 博通下跌有三个原因，市场下跌有一个原因： 就博通而言，有一些小问题，如税率变化影响EPS模型，或因更多定制AI芯片而非更高利润率软件导致的"利润率压缩"，但这只是会计处理框架问题。（类似于$META在一次性税收后最初的下跌） 对博通和整体市场而言，是积压订单预期问题。以上所有引用的内容与ASIC市场预期增长相比都是小问题。 博通披露未来18个月$730亿的AI积压订单。而有关Anthropic和META购买价值数十亿$GOOGL TPU的传言，人们隐含预期是$800亿+。 然而，这次抛售是由算法和短期AI泡沫情绪驱动的价格错位，而非基本面破裂。 这条积压订单引用是确认订单的最低合同底线。谷歌$GOOGL、亚马逊$AMZN等公司可能会继续增加ASIC订单，而市场未能辨别这一细微差别。 分析师预期营收转化会更加前置，Q4之后积压订单应该会减少，这给出了2026年更高的可能范围$550-600亿+，而非$730亿预期中的$500亿。 TLDR：关于超大规模云厂商ASIC加速以与$NVDA依赖竞争这一论点没有改变。$AVGO和其他如$COHR、Sk Hynix、$MU、$VRT和$LITE都将受益。 这不是关于营收积压订单的最佳消息，但由于交付周期/订单周期和最低底线而被误解。 如果非要说什么，较低的超级云厂商ASIC需求对$NVDA及其生态系统是有益的，但我们也看到$CRWV、$SMCI、$NBIS和$NVDA GPU/DC计算生态系统今天都从盲目抛售中下跌超过5%，尽管存在负相关性。 这又是典型的"AI泡沫"周期因误解而再次来袭。AI股票普遍下跌10-12%的恐慌是一个绝佳的买入机会。 （该推文引用了@aleabitoreddit的推文，引用内容仅供理解语境）: 甲骨文[$ORCL]业绩及其对新云板块如$NBIS和$IREN的影响： 甲骨文报告EPS超预期且积压订单创纪录，但盘后下跌12%。 甲骨文较9月11日高点下跌39.8%，并拖累整个板块。 原因如下： 这次抛售不仅仅是对边际营收miss的反应，而是算法做空和投资者对AI资本支出周期可持续性以及该板块主要租户信用资质的不看好： OpenAI。 甲骨文宣布2026年资本支出增加$150亿至近$500亿，这与报道的与OpenAI $3000亿合作伙伴关系密不可分。 最初，OpenAI是前沿LLM，对甲骨文、Coreweave等公司有前景良好的资本支出承诺，促成了该板块的初始重新定价。 然而，随着超过$1万亿的义务以及Anthropic、Gemini、XAI等竞争对手的增加，市场严重质疑甲骨文、Coreweave等公司是否为无法从运营现金流履行其义务的租户在建设。 我们看到市场有效地发出信号：甲骨文正在为OpenAI创造一种不可持续的债务驱动型"供应商融资"，而OpenAI无法履行其承诺。 因此下跌是理性的：这次抛售是由信用风险和资本密集度的理性重新定价所驱动。 OpenAI融资担忧是合理的：OpenAI缺乏资金履行合同的假设得到其营收($130亿)与义务($600亿/年)之间明显不匹配的支撑。 信用担忧是真实的：甲骨文CDS利差扩大显示"信用事件"降级或违约的概率上升。 此外，我们看到这在新云板块引发传染效应，$NBIS从$140跌至$90s，$IREN从$80跌至$40s，$CIFR从$24s跌至$17s。 但这对$WULF、$NBIS、$IREN等新云公司来说是买入机会吗？ 是的。 这对$ORCL来说是好的买入机会吗？ 不是。 前瞻展望： $ORCL（很大一部分）、$CRWV（25%积压订单）是两个主要依赖OpenAI的公司，这一叙事可能因OpenAI的融资活动而瞬间翻转（+30%+变化）。 如果OpenAI在2026年以高估值超额认购IPO，且其新GPT模型击败Gemini/Claude，我们可以看到这种改变。 然而，许多其他公司与OpenAI无关。新云板块的原始论点是Mag7资本支出从其现金牛业务（Azure、AWS、GCP）向下流向：$NBIS、$IREN、$CIFR、$WULF等。 但随着最大玩家($ORCL、$CRWV)下跌，这些公司算法性地拖累了整个板块。 如果你看各家公司，$CIFR和$WULF由$GOOGL兜底，$IREN/$NBIS由$MSFT资助。 这些是与超大规模云厂商/Mag7的锁定合同积压订单，而非OpenAI。 这种因误解风险而导致的不理性抛售为新云板块提供了绝佳的买入机会，但不是与OpenAI相关的公司如$ORCL和$CRWV。
英文原文
Broadcom [ $AVGO ] earnings results and its effect on the AI sector like $LITE and $NBIS: Broadcom's ER was "double beat" with $18.02B revenue (+28% Y/Y) and $1.95 EPS, beating consensus. But AVGO dropped -11.64% and brought down the AI sector. Is this a buying opportunity? Yes. Broadcom is seen as a hyperscaler ASIC proxy growth as companies like $AMZN Trainium, $MSFT Maia, and most importantly $GOOGL TPU V7 Ironwood are scaled through it. And by proxy companies like $ALAB (-13.2%), $CRDO (-5.11%), $LITE (-12.23%), $TSM (-3.71%), $COHR (-9.25%), and are direct beneficiaries of the TPU/Asic buildout and Broadcom as a company. There's three reasons why Broadcom fell and one why the market fell: For Broadcom, there's minor things such as tax rate changing EPS models or "margin compression" from accounting from just more custom AI chips than higher-margin software, but this is just accounting framing. (Similar to how $META dropped initially on one-time tax post-ER) For both Broadcom general market, it was backlog expectations. Everything cited above is all minor compared to expected growth of ASIC markets. Broadcom cited $73B in AI backlog for the next 18 months. And rumors of Antrophic and META buying billions of $GOOGL TPUs, people were implicitly expecting $80B+. However, the selloff represents a dislocation in price driven by algorithms and short-term AI Bubble sentiment rather than a fundamental breakage. This backlog quote was the MINIMUM CONTRACTUAL FLOOR of confirmed orders. Companies like $GOOGL, $AMZN, will likely continue ramping up ASIC orders and the market failed to discern this nuance. Analysts are expecting revenue conversion to be more front loaded, and that there should be less backlog beyond Q4 given the cycles, which gives a higher likely range of $55-60B+ for 2026 rather than $50B expected of the $73B. TLDR: The thesis regarding hyperscaler ASIC ramp to compete vs $NVDA dependency has not changed. $AVGO and other players like $COHR, Sk Hynix, $MU, $VRT, and $LITE all stand to benefit. It's not the best news regarding the revenue backlog, but it's misunderstood due to lead-time/order cycles and minimum floors. If anything, lower hyperscaler ASIC demand is beneficial to $NVDA and their ecosystem, but we've also seen $CRWV, $SMCI, $NBIS and $NVDA GPU/DC compute ecosystem drop over 5%+ today from an indiscriminate sell-off despite inverse correlation. This is just the typical "AI Bubble" cycle hitting again from misunderstanding. The widespread panic of AI stocks dropping 10-12% is a great buying opportunity.
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博主披露核心及轮动持仓，并解释转向方向性评论的原因。
核心持仓是高确信度的多头：$BTC、$RKLB、$HOOD、$NBIS、$ALAB、$TSM。可能将 $LITE 和 $CRCL 移入上述核心多头组合，但它们是我正在建仓的新头寸。然后是短期至中期混合持仓，如 $SNAP、$CIFR、$RDDT、$SMCI、$HIMS、$TE、$LTC、$KRUS、AMKR、$LITE、$FLY、$WLAC、$META、$AMZN、$TTD 以及现在的 $AAOI 等。我在短期至中期持仓之间进行大量轮动。我以前发布更多关于日内交易的内容，但最终在这里获得了太多粉丝，所以想转向方向性评论。发布头寸更新很难，因为我喜欢解释我这样做的原因！我记得在 $IREN 约 50-60 美元时卖出，结果在接下来的三周里收到了一堆恶评 lol
英文原文
Core portfolio is high conviction longs: $BTC, $RKLB, $HOOD, $NBIS, $ALAB, $TSM Probably moving $LITE and $CRCL to the core long port above, but they’re newer positions that I’m building up. Then short-mid term mix like $SNAP, $CIFR, $RDDT, $SMCI, $HIMS, $TE, $LTC, $KRUS, AMKR, $LITE, $FLY, $WLAC, $META, $AMZN, $TTD, and now $AAOI etc. I rotate between short-medium term holds A LOT. I used to post more day trading stuff but I ended up getting too many followers here, so wanted to switch to directional commentary. It’s hard to post position updates because I like to explain why I do things! I remember selling $IREN around $50-$60 or something and just got a bunch of hate comments for the next three weeks lol
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看好$AAOI，因其在AI光互联中的核心地位及美国本土制造优势，认为其被严重低估。
我买入 $ALAB、$NBIS、$TSM 和 $LITE，是因为“七巨头”(Mag7) 的收入正流向这些公司。 $LITE 的独特之处在于其在 GOOGL TPU v7、AMZN Trainium v3/4 和 NVDA Blackwell 中的角色。 但我发现了一个新标的。 一家市值低于 30 亿美元的小盘股，符合我的投资逻辑： 名称 - $AAOI 一家小型光子学玩家，也是我持仓的两家光子学公司之一： 1. Lumentum ($LITE) 在每一款芯片的部署/爬坡中都占据独特地位，因为其光电路交换(Optical Circuit Switching) 技术被用于 Blackwell、Trainium 和 Ironwood，作为一种“横向扩展”(scale-across) 型技术。 无论超大规模云厂商选择 ASIC 还是 GPU，$LITE 都能胜出，因为它处于核心位置。 2. Applied Optoelectronics ($AAOI) 更多涉及“纵向扩展”(scale-out) 连接，针对 Trainium、Maia 等定制 ASIC 集群，通过 400G 和 800G 光缆及光收发器实现。 鉴于 $AAOI 在 AWS（Trainium 的大客户）和 MSFT Maia ASIC 中的角色，它也能无论何种情况都胜出。 行业正经历由向 800G 速度迁移驱动的“超级周期”，而 AAOI 正处于中心位置。 此外，AAOI 具有独特的地缘政治角度： 美国优先。 与许多无晶圆厂(fabless)并将生产外包到台湾的公司不同，Applied Optoelectronics 在德克萨斯州自行制造激光器。 美国超大规模云厂商（特别是 Amazon 和 Microsoft）正在积极减少对关键基础设施中国供应链的依赖，这有助于 AAOI 实现本土激光器制造。 我们还看到一家“主要超大规模云厂商”对其 800G 数据中心光收发器下达了另一笔巨额订单。 但 AAOI 的交易表现像一家困境公司；然而，其亚马逊权证协议隐含的收入为 2025 年 Q4 和 2026 财年的 800G 爬坡创造了非对称的风险/回报特征。鉴于其在 AI 建设中的角色及现有的超大规模云厂商合同，AAOI 似乎结构性被低估。 市场终于开始重估 $LITE，但感觉 $AAOI 才刚刚开始，鉴于其小市值以及作为超大规模云厂商 ASIC 集群关键玩家和“美国制造”的独特角度。 市场目前正在对光子学玩家进行大幅重估并赋予高溢价，但 AAOI 今年仅上涨 2.20%，似乎蓄势待发。
英文原文
I entered $ALAB, $NBIS, $TSM, and $LITE because of Mag7 funneling revenue numbers into them. Lite uniquely because of its role in GOOGL TPU v7, AMZN Trainium v3/4, and NVDA Blackwell. But there's a new one I found out about. A small cap <$3B player that fits the thesis: Name - $AAOI A small cap photonics player, and one of the two photonics players I'm invested in: 1. Lumentum is uniquely positioned in every single supply chip deployment/ramp, as the Optical Circuit Switching technology is used in Blackwell, Trainium, and Ironwood as a "scale-across" type technology. $LITE wins no matter what. Hyperscaler ASIC vs. GPU as it's in the center of it all. 2. Applied Optoelectronics is more of the "scale-out" connectivity, for custom ASIC clusters like Trainium, Maia through 400G and 800G optical cables and transceivers. $AAOI wins no matter what as well given its role with AWS as a whale client for Trainium, and with MSFT Maia ASICs. The industry is going through a "supercycle" driven by the migration to 800G speeds and AAOI is in the center of it. On top of that, AAOI plays unique geopolitical angle, America first. Unlike many other companies that are fabless and export production elsewhere to Taiwan, Applied Optoelectronics makes their own lasers in Texas. US hyperscalers (specifically Amazon and Microsoft) are aggressively reducing reliance on Chinese supply chains for critical infrastructure and that helps AAOI’s ability to manufacture lasers at home. And we've seen another huge volume order from a "major hyperscaler" on its 800G data center transceivers. But AAOI trades like a distressed company; however, the implied revenue of its Amazon warrant agreement creates an asymmetric risk/reward profile on its 800G ramp in Q4 2025 and FY2026. AAOI seems structurally undervalued, given its role in the AI buildout and existing hyperscaler contracts. The markets are finally catching up to LITE, but it feels $AAOI is yet to begin, given its small market cap size but unique angle of a critical player to hyperscaler ASIC clusters and Made in America. The market is currently re-rating heavily with photonics players and assigning a heavy premium, yet AAOI is only up 2.20% this year and seems like it's just about to begin.
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OpenAI 恐慌引发 AI 供应链板块抛售，独立标的现买入机会。
确实如此。其中很大一部分源于对 OpenAI 的担忧。例如，OpenAI 是 $CRWV 的锚定租户之一；$ALPD 出售垃圾债 -> 信贷收紧。随后板块抛售。显然这是多因素的（例如，套息交易平仓引发的更广泛抛售），ATM 增发/可转换票据 + 部分公司进一步稀释 -> 市场风险偏好下降。但再次强调，$ALPD 和 $CORZ 与 $CRWV 挂钩，而后者与 OpenAI 挂钩。$CIFR、$WULF 通过 Fluidstack 作为锚定方与 $GOOGL 挂钩。$NBIS 为 $MSFT 和 $META 进行建设。这是一个极其微妙的板块，但像 OpenAI 引发的全板块抛售/恐慌也为更独立的玩家提供了买入机会。
英文原文
They did. A large part of it was OpenAI fears. eg. OpenAI -> one of $CRWV anchor tenant. $ALPD selling junk bonds -> credit tightening. Sector selloff after. Obviously it's multifacted (eg. broader selloff from carry trade unwind), ATM offerings/convertible notes + more dilution for some -> market risk off. But again, $ALPD + $CORZ are linked to $CRWV which are linked to OpenAI. $CIFR, $WULF -> $GOOGL through Fluidstack as anchor. $NBIS -> Buildout for $MSFT and $META. It's an extremely nuanced sector, but whol sector selloff/fears like OpenAI presents a buying opportunity too for the more isolated players.
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Neocloud龙头承压，但获超大规模云商背书的个股是理想买点。
我预计Neocloud股票今天会表现不佳，因为$ORCL/$CRWV是“板块龙头”。 但这将是该板块个股的理想买入机会： 因为市场忽略了$ORCL/$CRWV高负债扩张的主要交易对手是OpenAI这一细微差别。 但该板块的其他公司如$NBIS、$CIFR、$WULF则由AAA评级的超大规模云服务商（$META/$META/$GOOGL/$AMZN）的现金牛业务提供背书。
英文原文
I expect a bad day for Neocloud stocks just because $ORCL / $CRWV are "sector leaders". But this would be an ideal buying opportunity for individual companies in the sector: Due to the market missing the nuance that $ORCL / $CRWV's debt-filled buildout is for OpenAI as the main counterparty. But other companies in the sector like $NBIS, $CIFR, $WULF are backstopped by AAA-rated Hyperscaler ( $META / $META / $GOOGL / $AMZN) cash cows.
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AI数据中心客户资金差异大，市场误判导致板块错配机会。
AI 数据中心(AI DC)领域极其微妙。 $ORCL 正基于租户 OpenAI 的积压订单/信用状况，通过债务建设产能。 OpenAI 目前无力履行其义务，且获得资金的可能性越来越小。 $CIFR 正为 $GOOGL、$AMZN 建设产能。 谷歌/亚马逊拥有资金，且这些合同已锁定。 $NBIS 正为 $META、$MSFT 建设产能。 微软/Meta 拥有资金，且这些产能合同已锁定。 但市场目前将所有积压订单都视为来自 OpenAI（不可持续的建设），因此这是买入该板块个别组件错定价的好机会。
英文原文
The AI DC sector is extremely nuanced. $ORCL is building capacity from debt based on backlog/credit worthiness of OpenAI which is the tenant. OpenAI does not have the funds at the moment to fulfill its obligations and it's looking less likely to get it. $CIFR is building out for $GOOGL, $AMZN. Google/Amazon does have the funds and these contracts are locked in. $NBIS is building out for $META, $MSFT. Microsoft/Meta does have the funds and these contracts are locked in for capacity. But the market is currently treating all the backlog like it comes from OpenAI (unsustainable build) which is why it's a good opportunity to buy into mispricing of individual components of the sector.
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甲骨文因OpenAI信用风险大跌，新云板块错杀，建议买入非OpenAI依赖标的。
甲骨文($ORCL)的财报结果及其对$NBIS和$IREN等“新云(Neocloud)”板块的影响： 甲骨文财报EPS超预期且积压订单创纪录，但盘后仍下跌12%。 甲骨文自9月11日高点以来已下跌39.8%，并拖累了整个板块。 原因如下： 抛售不仅是对营收轻微不及预期的反应，更是算法做空和投资者对AI资本支出(Capex)周期可持续性，以及该板块主要租户OpenAI偿债能力的担忧。 甲骨文宣布2026年资本支出增加150亿美元至近500亿美元，这与据报道的与OpenAI的3000亿美元合作伙伴关系密不可分。 最初，OpenAI作为前沿大语言模型(LLM)，向甲骨文、Coreweave等承诺了诱人的资本支出，推动了板块的初步重估。 然而，随着超过1万亿美元的债务义务以及来自Anthropic、Gemini、XAI等的竞争加剧，市场严重怀疑甲骨文、Coreweave等是否为一家无法通过经营性现金流履行义务的租户建设基础设施。 市场有效发出了信号：甲骨文正在为无法履行承诺的OpenAI提供不可持续的债务融资“供应商融资(Vendor Financing)”。 因此，下跌是理性的：抛售由信用风险和资本密集度的理性重估驱动。 OpenAI资金担忧是合理的：OpenAI缺乏资金履行合同的假设，由其收入(130亿美元)与义务(600亿美元/年)之间的巨大错配所支持。 信用担忧是真实的：甲骨文信用违约互换(CDS)利差的扩大表明“信用事件”降级或违约的概率上升。 此外，我们看到这在“新云”板块中引发了传染效应：$NBIS从140美元跌至90美元区间，$IREN从80美元跌至40美元区间，$CIFR从20多美元跌至17美元区间。 但这对于$WULF、$NBIS、$IREN等新云公司是否是买入机会？ 是的。 这对$ORCL是否是好的买入机会？ 不是。 前瞻展望： $ORCL(大部分)和$CRWV(25%积压订单)是两大主要依赖OpenAI的玩家，这一叙事可能因OpenAI的融资活动而瞬间反转(+30%以上波动)。 如果OpenAI在2026年以高估值进行超额认购的IPO，且其新GPT模型击败Gemini/Claude，情况可能改变。 然而，许多其他玩家与OpenAI隔离。新云板块的原始逻辑是Mag7从其现金牛业务(Azure, AWS, GCP)向下漏斗资金至：$NBIS, $IREN, $CIFR, $WULF等。 但随着最大玩家($ORCL, $CRWV)下跌，算法交易拖累了整个板块。 如果单独看公司，$CIFR和$WULF由$GOOGL背书，$IREN/$NBIS由$MSFT资助。 这些是来自超大规模云厂商/Mag7的锁定合同积压，而非OpenAI。 这种因误解风险而导致的非理性抛售，为新云板块提供了绝佳的买入机会，但不包括与OpenAI绑定的$ORCL和$CRWV。
英文原文
Oracle [ $ORCL ] earning results and its effect on the neocloud sector like $NBIS & $IREN: Oracle reported earnings with a beat on EPS and a record backlog but, dropped 12% after hours. Oracle is down 39.8% from September 11th highs and brought down the sector with it. Here's why: The sell-off was not merely a reaction to marginal revenue miss, but both an algorithmic short and investor selloff on the sustainability of the AI capex cycle and the creditworthiness of the sector's primary tenant: OpenAI. Oracle's announcement of a $15 billion increase in 2026 capital spending to nearly $50 billion was inextricably linked to a reported $300 billion partnership with OpenAI. Originally, OpenAI was the frontier LLM, with promising capex promises to Oracle, Coreweave and others, contributing to the initial repricing of the sector. However, with over $1t+ in obligations and increasing competition from Anthropic, Gemini, XAI, and others, the markets have serious doubts on whether Oracle, Coreweave, and others are building for a tenant that cannot currently fund its obligations from operating cash flow. WE're seeing the market effectively signaling that the market Oracle is creating an unsustainable debt-funded "vendor financing" for OpenAI, which cannot fulfill its promises. So, the drop was rational: The sell-off was driven by a rational repricing of credit risk and capital intensity. OpenAI Funding Fear is Valid: The hypothesis that OpenAI lacks the funds to honor its contracts is supported by a glaring mismatch between its revenue ($13B) and its obligations ($60B/year). Credit Fears are Real: The widening of Oracle's CDS spreads sees a rising probability of a "credit event" downgrade or default. Furthermore, we're seeing this trigger a contagion effect across the "Neocloud" sector from $NBIS dropping from $140 to $90s, $IREN dropping $80 to $40s, $CIFR dropping from $24s to $17s. But is this a buying opportunity for Neoclouds like $WULF, $NBIS, $IREN, and others? Yes. Is this a good buying opportunity for $ORCL? No. Forward Outlook: $ORCL (large portion) , $CRWV (25% backlog) are the two players largely dependent on OpenAI and this narrative can flip in an instant (+30%+ change) depending on capital raising activity from OpenAI. If OpenAI files for an oversubscribed IPO in 2026 at high valuations and it's new GPT models beats out Gemini/Claude, we can see this change. However, many other players are isolated from OpenAI. The original thesis of the Neocloud sector was Mag7 capex funndel from their cash cows segments (Azure, AWS, GCP) down into: $NBIS, $IREN, $CIFR, $WULF, and others. But as the largest players ( $ORCL, $CRWV) fall, these algorithmically bring down the whole sector. If you look at the companies individually, companies like $CIFR and $WULF are being backstopped by $GOOGL, and $IREN / $NBIS are funded by $MSFT. These are locked in contract backlogs from Hyperscalers/Mag7, not OpenAI. This irrational selloff due to misunderstanding of risks presents an amazing buying opportunity for the Necoloud sector, but not companies tied to OpenAI like $ORCL and $CRWV.
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美联储降息后发布12月11日个股评级，重点推荐AI基建、稳定币及超跌成长股。
美联储降息25个基点后。 12月11日评级： 强烈买入： $CRCL $COIN $AMKR $CRDO $IBIT $MSTR $AMZN $SMCI $TSM $TSSI SK海力士 $SNAP 三星电子 $ALAB $META $NBIS $CIFR 买入： $KRUS $AVGO $NFLX $KRKNF $HIMS $FLY $OSS $TE $FLNC $LITE $COHR $RKLB $TTD $NVDA $CLS $GOOGL $RDDT $WULF $CRWV $IREN $GLXY $WLAC $MPWR 回避 $RGTI $PLTR $WMT $ETH $BMNR $TSLA $IONQ $ORCL $SLNH $OKLO 解释： 今天美联储如期降息25个基点。这通常会引导流动性进入成长股，并利好那些债务使用最多（以更低利率再融资）的中小盘股，例如像$NBIS和$CIFR这样的新云(Neoclouds)。 然而，这也恰逢日本加息，可能导致去年重新加载的套息交易(Carry Trade)平仓；但这是短期的，基本面>短期波动。 强烈买入评级： Circle - 大幅下跌主要由于IPO后的股份解禁。然而，降息损害了其商业模式~利息收入减少20%。 话虽如此，我们看到稳定币市场大幅增长，我个人看到大量早期风险投资（a16z, Sequoia等）涌入与稳定币相关的公司，如新银行(Neobanks)。我们应该看到所有这些都流入更多的USDC铸造，铸造量将抵消降息的影响。 Coinbase - 与Circle相同，他们在USDC方面有50%的收入分成。然而，他们还有自己的交易所，而且降息通常有助于风险资产如加密货币（尤其是比特币跌破9万美元后）。 Amkor - 受益于半导体/晶圆厂向美国制造的转移。 Credo - 过去5天下跌-16%，今天下跌8%。很好的恢复性买入，不认为数据中心建设的数据连接需求会下降。 ALAB - 与CRDO相同的论点 IBIT (比特币) - 始终是长线好标的，尤其是在$93K时 Microstrategy (MSTR) - 受益于比特币复苏，并分析了他们是否会爆仓。TLDR：不会，在需要支付利息之前（约2029年），我们还有另一次比特币减半事件。 Amazon - 今年一动不动。基本面改善，年底有助于电商部门。定制芯片、星座、Robotaxi，他们基本上什么都做，而市场尚未真正奖励他们的努力。只是感觉我们可能会在接下来的2个月看到它跑赢大盘。 SMCI - 之前发过关于这个的论点帖，惊人的恢复性买入。它因将收入积压转移到下一季度而在财报后下跌，但市场没有定价他们未来收入同比增长60%但交易在~11倍远期市盈率的事实。 TSM - 整个AI/半导体建设的骨干。我们看到关于TPU与GPU的争论，但TSM不在乎。 TSSI - 与SMCI相同的论点，依附于Dell，作为一个代理，我们看到来自IREN等供应商和其他在2026年建设数据中心的新云的巨大积压，我们应该看到这在明年实现。 SK海力士 - 显然有关于在美国市场上市升级的传闻，这应该提振流动性。此外，内存市场因AI建设而需求极高。 Snapchat - 只是被低估。$13B市值，~1B+季度收入。NA DAU较上季度下降3%，但不要为了成为下一个FB而买入。他们只需要削减GCP成本并货币化记忆功能（他们已经做了），我们应该看到明年重新评级100%+，特别是随着Perplixty交易带来的$400m+额外收入/股权。 三星电子 - 人们认为这也是内存，因为它构成了他们利润的很大一部分，但我将其视为潜在的下一个现金牛晶圆厂玩法，如TSM，作为第二大玩家吸收任何最大产能溢出。 META - 一次性税收抛售，超卖。现在我们终于看到他们创建前沿模型（Avacado，如果我记得没错的话）。所以他们可以货币化他们一直在花钱的llama开源llm努力。他们还削减了元宇宙努力，这应该是对盈利能力的巨大推动。 Nebius - 由于2500万股稀释导致短期拖累。ATM可能正在提供。话虽如此，一旦完成，由于来自其DC业务（7-9B ARR）及其4家市场未定价的子公司（同比增长100%+）的远期收入/增长，极度低估。 CIFR - 由于比特币价格（资产负债表上持有大量）导致短期下跌，但由于他们做托管(Colo)模式，不受GPU贬值争论的太大影响。此外由Google背书，并与Amazon有合同，因此从根本上降低了风险，是新云领域的顶级买入之一。 买入评级： 文字空间不够，所以给出更短的TLDR Kura Sushi - 波段交易，拉出5年图表，你会明白我的意思，每次它触底（大约现在）。这从未失败过！ Broadcom - 超大规模建设，与联发科一起对TPU至关重要 Netflix - 16%的下跌对于收购来说感觉有点不必要 KRKNF - 基本面增长良好，作为Andruil供应商的市场具有防御性。 HIMS - 股票回购计划，通常低于$40是很好的买入/波段交易。Zava收购未被定价，且仍在增长。 FLY - SpaceX $1.5T估值应该提振整个太空板块。这是2026年中型发射的玩法。 OSS - 之前对此进行过DD，潜在的Andruil供应商。否则，在这个市值下无论如何都有些低估。 TE - 少数Murican能源基础设施之一，太阳能。它可能比核能更商业化。 FLNC - 与AI建设+能源相同的论点 LITE - 现在相当过度延伸，不会追高。但长期受益于处于tpu ironwood + blackwell建设的中间。 COHR - 与Lite相同，但似乎是次要玩家。 RKLB - 可能是我最喜欢的长线。现在相当高估，但由于SpaceX的FOMO无法避免。 TTD - 之前的论点帖，仅基于远期收入数字，似乎是一个很好的恢复性玩法。 NVDA - TPU恐惧有点夸大，看看积压订单。 CLS - TPU v7生态系统买入 GOOGL - 他们像NVDA一样销售TPU，像Waymo一样增长Robotaxi市场，Gemini成功。全方位开火。 Reddit - 就像早期的Robinhood一样，只是一台印钞机。对RDDT通过FCF增长收购做了一些论点评论。否则，他们将留下来并受益于所有世代使用它（不像Snap那样早期） WULF - 类似于CIFR。重新评级可能会发生，取决于更多关于Anthropic建设的信息。 CRWV - 糟糕，糟糕的长线。良好的短期恢复性买入。 IREN - 如果他们继续购买GPU来做AI云，我不会把钱投进去，只是因为稀释。但他们可能会做托管，并且拥有大量的GW容量，所以仍然很有希望。 GLXY - 数据中心建设的受益者。 WLAC - 可能他们本月进行SPAC IPO。他们说Q4。 MPWR - TPU v7生态系统买入 回避 RGTI - 量子，没有基本面/收入支持 PLTR - 449.01B市值lol WMT - 他们每年增长4%的收入，但交易在40倍市盈率，这很疯狂。 ETH - 以太坊伟大的网络。然而，没有代币销毁，也没有收入流向代币持有者。糟糕的投资，伟大的开发者工具/生态系统。 BMNR - 以太坊代理。 TSLA - 有点脱离基本面。但这是对elon musk、大规模Robotaxi、机器人的赌注。我个人只是认为这过度承诺，但我们会看到。 IONQ - 量子，没有基本面/收入支持 ORCL - 大部分远期积压依赖于openai，如果openai在市场份额上输给claude/gemini，这使得事情极其不确定/有风险。话虽如此，现在是一个很好的恢复性买入，但长期来看有风险。 SLNH - 如果你想被他们的2.8gw管道稀释到虚无，这是要持有的股票。 OKLO - 没有像量子那样的基本面来支持目前的市值，这可能需要多年才能实现。
英文原文
Post-Fed Interest Rate 25BPS cut. December 11th ratings: Strong Buy: $CRCL $COIN $AMKR $CRDO $IBIT $MSTR $AMZN $SMCI $TSM $TSSI Sk Hynix $SNAP Samsung Electronics $ALAB $META $NBIS $CIFR Buy: $KRUS $AVGO $NFLX $KRKNF $HIMS $FLY $OSS $TE $FLNC $LITE $COHR $RKLB $TTD $NVDA $CLS $GOOGL $RDDT $WULF $CRWV $IREN $GLXY $WLAC $MPWR Avoid $RGTI $PLTR $WMT $ETH $BMNR $TSLA $IONQ $ORCL $SLNH $OKLO Explanations: Today fed cut interest rates 25BPS as expected. This usually funnel liquidity into growth stocks and benefits small-medium caps that use debt the most (refinance with lower interest rates), such as Neoclouds like $NBIS and $CIFR. However, this coincides with Japan hiking, which might lead to carry trade unwind from last year's reload; but this is short term, fundamentals > volatility short term. Strong Buy Ratings: Circle - Massive drop mainly due to share unlock post IPO. However, rate cuts hurt their business model ~20% revenue cut from interest. That being said, we're seeing a massive growth in the stablecoin market, and I'm personally seeing huge early venture capital funding (a16z, sequioa, etc). being poured into stablecoin related companies such as Neobanks. We should see all of this funnel into more USDC printing, and the printer outweigh rate cuts. Coinbase - Same as Circle, they have 50% revenue sharing in terms of USDC. However, they also have their exchange on top, and rate cuts generally help riskier assets such as crypto (especially post drop Bitcoin sub 90k) Amkor - Benefits from Made in America shift to semis/fab. Credo - Dropped -16% last 5 days, and 8% today. Great recovery buy, don't see connectivity demand dropping from DC buildout. ALAB - Same thesis as CRDO IBIT (Bitcoin) - Always a great long, especially so at $93K Microstrategy (MSTR) - Benefits from Bitcoin recovery and did an analysis whether they would get liquidated or not. TLDR: no, we have another bitcoin halving event before they need to pay off interest, which was around 2029. Amazon - Hasn't moved an inch all year. Fundamentals improving, EOY helps E-commerce division. Custom chips, constellations, robotaxis, they're basically doing everything and market hasn't really rewarded their effort yet. Just a feeling we might see this outperform next 2 months. SMCI - Did a thesis post on this earlier, amazing recovery buy. It dropped on earnings due to shifting revenue backlog to next quarter, but markets aren't pricing in the fact they're growing 60% Y/Y forward revenue but trading at ~11 forward p/e or so. TSM - Backbone of the whole AI/semi buildout. We're seeing arguments about TPU vs. GPU, but TSM doesn't care. TSSI - Same thesis with SMCI, piggybacks off of Dell, just as a proxy we're seeing massive backlog from vendors such as IREN, and other neoclouds building out DCs 2026, and we should see this come into fruition next year. Sk Hynix - Apparently there's been rumors about uplisting to US markets, which should be a boost to liquidity. Also memory markets is just incredibly high demand from AI buildout. Snapchat - Just undervalued. $13B marketcap, ~1B+ quarterly revenue. NA DAU dropped 3% from last quarter but don't buy this for being the next FB. All they need to do is cut GCP costs and monetize memories (which they did) and we should see this re-rate 100%+ next year, especially with $400m+ in added revenue/equity from the Perplixty deal Samsung Electronics - People think of this as memory as well because it makes up a large part of their profit, but i see this as a potential next cash cow foundry play like TSM, as the 2nd largest player to soak up any max capacity overflow. META - One time tax selloff, was oversold. Now we finally see them create a frontier model (Avacado) if i remember correctly. So they can monetize the llama open source llm efforts they've been just blowing money on. They also cut their metaverse efforts, which should be a huge boost in proftiability. Nebius - Short term drag due to 25m share dilution. ATM is likely being offered. That being said once this finishes, insanely undervalued due to forward revenue/growth from both its DC business (7-9B ARR), and its 4 subsidaries that the markets dont price in (growing 100%+ Y/Y) CIFR - Short term drop due to Bitcoin prices (holding a lot on balance sheet), but not really affected by GPU depreciation arguments since they do colo models. Also backstopped by google, and they have contracts with Amazon, so fundamentally disrisked and one of the top buys in neocloud secotr. Buy Ratings: Running out of text space so will give a shorter TLDR Kura Sushi - Swing trade zoom out 5 year chart and you'll see what I mean every time it bottoms (around now). This never fails! Broadcom - Hyperscaler buildout, critical to TPU alongside Mediatek Netflix - 16% drop feels a bit unwarranted for the acquisition KRKNF - Great growing fundamentals and defensible market as an andruil supplier. HIMS - Share buyback program, usually sub $40 great buy/swing trade. Zava acqusition not being priced in and it's still growing. FLY - SpaceX $1.5T valuation should boost up the whole space sector. This was a 2026 play for medium lift. OSS - DD on this earlier potential andruil supplier. Otherwise, kind of undervalued at this MC anyway. TE - One of the few Murican energy infra, Solar. It's likely more commercial than Nuclear. FLNC - Same thesis with AI buildout + energy LITE - Pretty overextended right now, wouldn't chase. But long term benefits from being in the middle of both tpu ironwood + blackwell buildout COHR - Same with Lite, but seems like a secondary player. RKLB - Probably my favorite long. Pretty overvalued right now but can't help it due to SpaceX fomo. TTD - Thesis post earlier, just based on forward revenue numbers, it seems like a great recovery play. NVDA - TPU fears are a bit overblown, just look at backlog. CLS - TPU v7 ecosystem buy GOOGL - They sell TPUs like NVDA, growing robotoaxis market like waymo, gemini succesful. Just firing on all fronts. Reddit - Just a money printer like early day Robinhood. Made some thesis comments about RDDT growing in terms of acquisitions from FCF. Otherwise, they're here to stay and benefits from all gens using it (unlike snap which is earlier) WULF - Similar to CIFR. Rerating might happen depending on more info about the Anthropic buildout. CRWV - Terrible, terrible long. Good short term recovery buy. IREN - I would not put money into this if they kept buying GPUs to do AI cloud just due to dilution. but they might do colo and they have an immense amount of GW capacity so it's still promising. GLXY - Beneficary of DC Buildout. WLAC - Possible that they're SPAC ipoing this month. They did say Q4. MPWR - TPU v7 ecosystem buy Avoid RGTI - Quantum, no fundamentals/revenue to back it up PLTR - 449.01B market cap lol WMT - They're growing like 4% revenue a year, but trading at 40 p/e which is insane. ETH - Ethereum great network. However, there's no token burn and none of the revenue goes to token holders. Terrible investment, great developer tooling/ecosystem. BMNR - Ethereum proxy. TSLA - Kind of detached from fundamentals. But it's a bet on elon musk, robotaxis at scale, robotics. I personally just see this as overpromising, but we'll see. IONQ -Quantum, no fundamentals/revenue to back it up ORCL - Most of forward backlog is dependent on openai, which makes things incredibly uncertain/risky if openai falls to claude/gemini in market share. That being said, it's a good recovery buy right now, but long term it's risky. SLNH - This is the stock to be in if you want diluted to oblivion on their 2.8gw pipeline. OKLO - no fundamentals like quantum to back up mc at this moment, this likely years out to come into fruition.
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分析NBIS、IREN、CIFR及TE的投资逻辑与风险，并点评用户高波动组合。
从我的角度来看： $NBIS - 拥有最高的非对称上行潜力，因为除了核心的运营数据中心业务外，他们还有4家类似Robotaxi的子公司，同比增长超过100%。这只是一场等待市场定价部分价值（例如$UBER因Avride自动驾驶汽车大涨，但持有Avride的$NBIS却无反应）的游戏。 我非常看好Robotaxi和Avride。我不明白市场为何没看到这个机会（也许我们只是太早了，不过据我上次检查，机构持仓已从38%累积至流通盘的52%以上，所以有些人可能已经意识到了）。 $IREN - 潜在上行空间最大，但风险也是所有标的中最大的。仅为了达成与$MSFT的交易，他们就不得不稀释股权并支付58亿美元以上的硬件费用，且为了加速建设，每兆瓦成本高达200万美元。然而，这仅仅是为了变现一小部分产能，他们选择的是AI云路线，而非像$CIFR那样购买GPU做托管(Colo)。如果$IREN继续提供GPU服务，我会作为投资者极度担忧，因为执行存在不确定性，且变现“3GW管道”需要极其巨大的稀释。也许再等几个月会更好，因为短期投资者受损最重。 $CIFR - 可能是新云(Neocloud)板块中最安全的，因为他们有$AMZN和$GOOGL背书，资产负债表上有大量比特币以应对下一次减半事件，且虽然营收增长较慢，但通过超大规模云厂商合约获得了高毛利的托管(Colo)收入可见性。 $TE - 能源是个不错的博弈方向。 你的投资组合波动性极大哈哈（可能回撤50%），但如果你出身于WSB Reddit、加密货币和期权交易圈，那也没问题。
英文原文
Okay so from my perspective $NBIS - Highest asymmetrical upside possible because they have 4 subsidaries like robotaxis growing 100%+ Y/Y alongside their core operational DC business. It's just a waiting game until market prices in parts (eg. $UBER rose a ton from self driving cars with Avride, but $NBIS had no movement but owns Avride). I really really like robotaxis and Avride. I don't know how markets aren't seeing this opportunity (maybe we're just early, institutions accumulated over 52% of the float last i checked though from 38%, so some are probably aware). $IREN - highest possible upside, but biggest risk of them all. Just for their $MSFT deal they had to dilute and pay for $5.8B+ worth of hardware just to do the deal and ended up spending up $2m/mw in costs just for expedited buildout. However, that was just to monetize a small amount of capacity and they're going the AI cloud route instead of colo buying GPUS, unlike $CIFR. I'd be extremely worried as an investor if they kept doing GPU offerings because of execution uncertainty and extreme, extreme amount of dilution to monetize that "3 GW pipeline". Maybe it would be better off waiting another few months because near term investors are harmed the most. $CIFR - probably safest one in the neocloud sector since they are backstopped by $AMZN and $GOOGL, large amounts of bitcoin on balance sheet for next halving event, and are doing slower revenue growth but higher margin colo offerings with revenue visibility from hyperscaler deals $TE - energy is a good play. Your portfolio is incredibly volatile lol (can swing -50%) but it's fine if you're born from the depths of wsb reddit, crypto, and options.
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汇总历史个股分析，提及TPU供应链及新型云厂商研究。
如果你关注我平时的帖子，其实我之前已经发布过拆解并讨论过上面提到的每只个股。这只是一个从历史记录中整理的汇总列表。例如，我前不久曾深入分析过 TPU v7 Ironwood 的供应链（$COHR, $AMKR, $LITE, $MPWR）。我也经常发布关于 $NBIS、$CIFR 等新型云厂商的深度研究(DD)。
英文原文
I've actually posted a breakdown + talked about each individual stock up there before if you follow what I normally post. This is just a consolidated list from history. For example I posted a deeper dive on TPU v7 ironwood supply chain not too long ago ( $COHR, $AMKR, $LITE, $MPWR). And I post DD on neoclouds like $NBIS, $CIFR, quite often.
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AI云股被算法归篮联动，CRWV财务堪忧，NBIS/IREN长期价值或超CRWV。
是的，完全同意。我认为算法/市场目前将 $NBIS、$IREN 归入 $CRWV、$NVDA 的篮子中。因此，任何关于 Coreweave 的负面报道都会对其他公司产生负面影响。我们终于看到 $WULF、$CIFR 等被归入数据中心(colocation)篮子（相对不受 GPU 贬值论点影响），并表现优异。但坦率地说，$CRWV 是一个财务噩梦，只要它被视为新云(neocloud)行业领导者，就会影响其他公司。至于 $NVDA，$GOOGL 的 TPU 论据是我目前看到的针对 $NVDA GPU 云业务最强的看空理由，但这些公司已经从 $META、$MSFT 锁定了 5 年的超大规模云服务商(hyperscaler)合约。我认为市场最终会正确定价，我相信 $NBIS 和 $IREN 有一天会比 $CRWV 更有价值，但其中只有一家拥有自动驾驶 Robotaxi lol。
英文原文
Yep absolutely. I think algos/market put $NBIS, $IREN in the $CRWV, $NVDA basket right now. So any negative hit piece about Coreweave does negatively affects the others. We've finally seen $WULF, $CIFR and others get put into the colo basket (which are relatively unaffected to GPU depreciation arguments), and outperform. But $CRWV is a financial nightmare to put it bluntly, so it does affect the others as long as it's treated as the neocloud sector leader. As for $NVDA, TPU arguments from $GOOGL is the strongest bear case I've seen to date though on $NVDA GPU clouds, but these companies already have have 5 year hyperscaler deals locked in from $META, $MSFT. imo markets will price things in correctly in due time, I do think both $NBIS and $IREN will be worth more than $CRWV one day. but only one of those has self-driving robotaxis lol
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英伟达虽面临谷歌TPU等定制芯片竞争，但中期统治力稳固，逢低买入。
英伟达($NVDA)公布的2026财年Q3营收为570.1亿美元(+62.5% YoY)，表现强劲。并指引Q4营收超650亿美元(超预期30亿美元+)，以及通过CY 2026年Blackwell/Rubin系列营收超5000亿美元。尽管如此，股价仍下跌12%。现在$NVDA是强力买入吗？答案如下： $GOOGL的TPU项目成为首个对$NVDA GPU构成竞争替代的方案，Anthropic承诺采购超100万颗TPU芯片，Meta据报道正在就数十亿美元的TPU采购进行高级别谈判。沃伦·巴菲特近期也向$GOOGL投资超40亿美元，鉴于伯克希尔对科技股保守的投资立场，这极为罕见。 尽管创下盈利新高，英伟达股价在过去10个交易日中有6天下跌，较10月29日触及5.03万亿美元市值时的历史高点$207.04下跌约12-15%。 分析师反应普遍看多，普遍上调目标价： - Evercore ISI从$261上调至$352 - 美银从$235上调至$275 - 花旗从$220上调至$270 - 高盛从$240上调至$250 - 摩根士丹利从$220上调至$235 但这里有个价值万亿美元的问题：超大规模客户日益增长的定制硅片威胁是否会削弱英伟达在AI领域的统治地位？ 与主要捕捉英伟达GPU缺货时的溢出需求的$AMD不同，谷歌的TPU项目代表了根本不同的竞争动态。 TPU v7 Ironwood是首款在性能上与Blackwell持平的非英伟达加速器，提供4.6 petaflops的FP8性能（对比B200的4.5 petaflops），配备192GB HBM3e内存。 Ironwood的架构差异化显著。虽然英伟达最大的集群配置为72个GPU(NVL72)，TPU Ironwood可扩展至9,216个芯片组。 客户斩获显著且不断增长： - Anthropic承诺采购超100万颗TPU芯片，价值“数百亿美元”，1GW算力即将上线。 - Meta正在就2026年从谷歌云租赁TPU容量进行高级别谈判，并计划2027年直接采购硬件用于自有数据中心。 - 苹果透露Apple Intelligence基础模型完全在TPU上训练，使用8,192颗TPUv4芯片用于服务器模型。 - Midjourney从GPU转向TPU，推理成本降低65%（从每月200万美元降至70万美元）。 定位微妙。TPU在超大规模推理方面表现出色，在生产级大规模服务中成本性能最高提升4倍（目前）。在训练方面，英伟达优势明显。 对于高度优化的推理任务，TPU架构可能比$NVDA的通用GPU更高效。 然而，我预计下一代英伟达GPU将在许多场景下在推理性能上超越TPU。（类似于LLM之间GPT 5 -> Gemini 3 -> Opus 4.5的迭代超越） 我们看到： 谷歌TPU、AWS Trainium、Meta MTIA、微软Maia和定制超大规模芯片都在扩展，但仍依赖$NVDA。但超大规模客户集体减少对英伟达的依赖，其累积效应是否会削弱英伟达的统治地位？ 答案：不会。至少未来两年统治地位稳固。之后如何纯属猜测。 仅看数据：Q3结果证实公司仍是AI不可或缺的基础设施提供商，5000亿美元的订单积压为2026年提供了极高的可见性。 但市场似乎正在定价3年+后的这种微妙现实：长期面临超大规模客户定制芯片的竞争不确定性。 英伟达产能完全售罄，且很可能在下一代芯片中超越TPU性能（推理性能更高且保持通用性）。但定制硅片威胁和44倍市盈率的估值担忧仍是逆风。 无论如何，鉴于出色的超预期财报和未来两年的订单积压，$NVDA目前因恐惧而下跌，似乎是中期强力逢低买入的机会。 你只需要记住这一点： 只要英伟达仍是AI工作负载的行业首选，且TPU和AMD GPU仅在需求超过英伟达供应时填补空白，它就是强力买入标的。 英伟达订单积压已满，AI需求并未放缓。
英文原文
Nvidia ( $NVDA ) reported a blowout Q3 FY2026 revenue of $57.01 billion (+62.5% YoY). And guided $65B+ Q4 ($3B+ beat), and $500B+ USD in Blackwell/Rubin rev through CY 2026. Despite that, the stock dropped 12%. Is $NVDA a strong buy now? Here's the answer: $GOOGL TPU's program emerged as the first competitive alternative to $NVDA GPUs, with Anthropic committing to over 1 million TPU chips and Meta reportedly in advanced negotiations for billions in TPU purchases. Warren Buffet also recently invested $4B+ into $GOOGL, which is extraordinarily rare given Berkshire's conservative stance to tech investments. Despite a record earnings beat, Nvidia's stock has declined in six of the last ten trading sessions and sits roughly 12-15% below its October 29 all-time high of $207.04, when it briefly touched a $5.03 trillion market cap. Analyst reaction was overwhelmingly bullish, with price targets raised across the board: - Evercore ISI raised to $352 from $261 - Bank of America raised to $275 from $235 - Citigroup raised to $270 from $220 - Goldman Sachs raised to $250 from $240 - Morgan Stanley raised to $235 from $220 But here's the trillion dollar question: will the emerging custom silicon threat from hyperscalers reduce NVIDIA dominance in AI? Unlike $AMD, which primarily captures overflow demand when NVIDIA GPUs are unavailable, Google's TPU program represents a fundamentally different competitive dynamic. TPU v7 Ironwood is the first non-NVIDIA accelerator that achieves performance parity with Blackwell, delivering 4.6 petaflops of FP8 performance (versus B200's 4.5 petaflops) with 192GB HBM3e memory. Ironwood's architectural differentiation is substantial. While NVIDIA's largest cluster configuration is 72 GPUs (NVL72), TPU Ironwood scleaes to 9,216 chip pods. The customer wins are significant and growing: - Anthropic committed to over 1 million TPU chips worth "tens of billions of dollars," with 1 gw of compute capacity coming online. - Meta is in advanced negotiations to rent TPU capacity from Google Cloud in 2026, with direct hardware purchases for its own data centers planned for 2027. - Apple revealed that Apple Intelligence foundation models were trained entirely on TPUs using 8,192 TPUv4 chips for server models - Midjourney switched from GPUs to TPUs and reduced inference costs by 65% (from $2M to $700K monthly) The positioning is nuanced. TPUs excel at hyperscale inference with up to 4x better cost-performance for production serving at scale (for now). For training, NVIDIA is the clear advantage. For highly optimized inference tasks, TPU architecture might remain more efficient than $NVDA's general-purpose GPU. However, I'm expecting next-gen Nvidia GPUs to leapfrog TPUs for inference in many scenarios. (similar to how LLMs leapfrog each other GPT 5 -> Gemini 3 -> Opus 4.5) We're seeing: Google TPU, AWS Trainium, Meta MTIA, Microsoft Maia, and custom hyperscaler chips scale up to reliance on $NVDA. But will the cumulative effect on hyperscalers collectively reducing Nvidia's dominance? The answer: No. Not yet. Dominance is secured at least for the next two years. What happens after is only speculation. Just looking at the numbers: Q3 results confirm the company remains the essential infrastructure provider for AI, with a $500 billion order backlog providing exceptional visibility through 2026. But the market appears to be pricing in this nuanced reality 3 years+ from now: long-term competitive uncertainty with custom hyperscaler chips. Nvidia is completely sold out of capacity, and are likely to leapfrog TPU performance in their next generation chips (higher performance for inference while being general purpose). But the custom silicon threat and valuation concerns at 44x earnings remains a headwind. Regardless, $NVDA seems to be a strong mid term dip-buy now on fears, given the exceptional blowout earnings and backlog for the next 2 years. This is the only thing you need to remember: NVIDIA is a strong buy as long as it remains the industry’s first choice for AI workloads, with TPUs and AMD GPUs filling gaps when demand exceeds NVIDIA’s supply. Nvidia is maxed out on backlog, and AI demand is not slowing down.
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感谢粉丝，认为评论区讨论有助于深入理解各公司差异。
@retail_mourinho 谢谢！ 我也很喜欢评论区讨论进一步凸显了 $CRWV、$NBIS、$CIFR、$DGXX 等公司之间的细微差别。 这让学习过程更有趣，对话也更引人入胜。
英文原文
@retail_mourinho Thanks! I also like how a lot of the nuances between each company like $CRWV, $NBIS, $CIFR, $DGXX and others get highlighted further in comment section discussions Makes for more engaging learning + conversations
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博主讽刺NBIS靠卖周边胜过IREN和CIFR
@babyfolio 我不同意，$NBIS 显然是赢家，相比 $IREN 和 $CIFR，Nebius 的帽子周边商品将带来多少额外收入。
英文原文
@babyfolio disagree, $NBIS is clearly the winner compared to $IREN and $CIFR due to how much added revenue the Nebius hat merch will bring in
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Nebius核心业务高增，其L4级Robotaxi子公司Avride被市场低估。
Nebius [ $NBIS ] 的核心业务简直疯狂。年收入(ARR)在一年内实现700%以上的同比增长，达到70-90亿美元以上。 更疯狂的是这一点。 其子公司可以超越主营业务 🤯 原因如下： $GOOGL Waymo、$TSLA、$AMZN Zoox、Motional、$NBIS Avride 是目前仅有的5家美国完全自动驾驶(FSD) Robotaxi 公司。 是的，$NBIS Avride 是其中之一。 - 它是4家拥有L4级完全自动驾驶（与Waymo同级）的公司之一。 - 它是3家实现L4级FSD商业化的公司之一（Motional仍处于研发阶段）。 作为参考，Tesla [ $TSLA ] 的Robotaxi目前仅为L2级（需要人工监督）。 人们希望购买Robotaxi公司，因为Cathie Wood所说：“Robotaxi可能占 $TSLA 价值的90%）。 因此，他们通过 $3.6T 的 $GOOGL 和 $1.4T 的 $TSLA 等万亿美元公司来买入该板块的敞口。 但有一家L4级FSD Robotaxi公司即将通过 $UBER 与Waymo竞争： 那就是Avride，一家估值60亿美元的子公司，$NBIS 持有其83%的股份，而市场完全忽略了它。Avride 是 该60亿美元估值基于Seeking Alpha分析师报告（2025年8月），将Avride与Nuro的E轮融资估值进行对标。仅在2025年1月，其估值估计为34亿美元，短短6个月内几乎翻倍（反映了Avride与Uber和现代合作的势头）。 支持当前估值的关键近期进展： - 2017年：Avride由Yandex自动驾驶集团创立 - 2017-2024年：研发... - 2024年10月：与Uber达成多年期配送机器人和Robotaxi合作伙伴关系 - 2025年3月：与现代签署L4级自动驾驶汽车联合开发谅解备忘录(MOU) - 2025年10月：获得Uber和Nebius高达3.75亿美元的战略投资 - 2025年底：在德克萨斯州达拉斯通过Uber推出Robotaxi 我们现在看到7年的研发开始商业化爬坡（像Waymo一样），今年通过 $UBER 实现。 你可以以 $NBIS 210亿美元市值的零头价格，获得这家超高速增长的L4级FSD Robotaxi公司。🚗 鉴于Avride同比增长三位数，且我们看到该公司在7年的资本支出投入研发后终于开始商业化，它在2年内估值远超Nebius当前市值的可能性非零。 我们曾看到Waymo从450亿美元市值（2024年10月，融资56亿美元）增长到2000亿美元以上（DA Davison建议的估值）。 Avride目前仅为60亿美元，是 $NBIS 市值的一小部分。但它正处于与 $UBER 合作的增长临界点，就像Waymo最初在旧金山起步但现在无处不在一样。 Nebius ( $NBIS ) 是市场中被误解的成长型公司。但作为投资者，尽早布局下一代公司才能获得最高回报
英文原文
Nebius [ $NBIS ] core business is insanity. 700%+ Y/Y growth to $7-9B+ ARR in 1Y. What's more insane is this. Their subsidiary can outgrow their main business 🤯 Here's why: $GOOGL Waymo, $TSLA, $AMZN Zoox, Motional, $NBIS Avride are the only 5 FSD US Robotaxi companies right now. Yes $NBIS Avride is one of the 5. - And 1 of 4 with FSD Level 4 - fully driverless, the same level as Waymo. - And 1 of 3 that are commercialized with FSD level 4 (Motional is R&D phase) Tesla [ $TSLA ] robotaxis for perspective is only at Level 2 (requires human oversight). People want to buy robotaxi companies because as Cathie Wood puts it “Robotaxis could represent 90% of $TSLA ‘s value). So they buy exposure to the segment through trillion dollar companies like Waymo through the $3.6T $GOOGL and $1.4T $TSLA. But there's a Level 4 FSD robotaxi company that is just about to compete with Waymo through $UBER: That name is Avride, a $6 billion subsidiary company that $NBIS owns 83% of, and one that the market completely has missed. Avride is an The $6B valuation was based off a Seeking Alpha analyst report (August 2025) that benchmarked Avride against Nuro's Series E valuation. Just in Jan 2025 it was estimated to be valued at $3.4 billion, growing almost double in just 6 months time (reflecting Avride's momentum with Uber and Hyundai). Key recent developments supporting the current valuation: - 2017: Avride founded though Yandex Self Driving Group - 2017-2024: Development... - October 2024: Multi-year Uber partnership for delivery robots and robotaxis - March 2025: Hyundai MOU for co-development of Level 4 autonomous vehicles - October 2025: Up to $375 million in strategic investment from Uber and Nebius - By EOY 2025: Dallas Texas Robotaxi Launch with Uber We’re now seeing 7 years of R&D starting commercialization ramp (like Waymo), through $UBER this year. and you can get this hyper scaling self-driving FSD level 4 robotaxi company. As discounted spare change of $NBIS at a $21B marketcap. 🚗 Seeing how Avride is growing triple digits Y/Y and we’re seeing the company finally commercialize after 7 years of capex into research, there’s a nonzero chance it becomes valued way more than the Nebius current market cap in 2 years. We've seen Waymo grow from a $45B marketcap (October 2024, $5.6B raised) to over $200B+ (DA Davison suggested valuation). Avride is now only at $6B and a small change of $NBIS's marketcap. But it's at the precipice of growth with $UBER, just like how Waymo started out in SF but now it's everywhere. Nebius ( $NBIS ) is the misunderstood growth company in the market. But being early to the next generation companies is where the highest returns are made as an investor
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梳理新云领域中小玩家定位，类比AI版AWS。
@AustranSkolSwft $WULF 作为像 $CIFR 一样的数据中心托管(Colo)服务商，属于新云(Neocloud)领域。$IREN 凭借带有 GPU 的全栈 IAAS 服务也归入此类。 但唯一的全服务纯新云玩家是 $CRWV 和 $NBIS。 不过它们都属于那个新类别：充当 AI 版 AWS 的小型参与者。
英文原文
@AustranSkolSwft $WULF is in the neocloud sector as a colo player like $CIFR. $IREN falls there too under full-stack IAAS with GPUs. Only full-service pure Neocloud would be $CRWV and $NBIS. But they're all under that new category of small players acting as AWS for AI.
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警惕OpenAI泡沫，看好Mag7资本支出受益的AI基础设施股。
我对“AI泡沫”的主要担忧是OpenAI及其1万亿美元资本支出(capex)的承诺。这显然是一个泡沫（以及大语言模型LLM的私人估值）。其他大多数方面则不然。 任何直接依赖他们的公司，如$ORCL、$CRWV，鉴于AI模型在技术上已超越GPT，可能会陷入困境。所以简单的做法就是远离它们！ 就我个人而言，ChatGPT 5.1的表现糟糕透顶，我实际上取消了订阅，转而使用Gemini/Claude。Claude Opus 4.5在编码任务上优于Codex。Gemini在图像生成上优于ChatGPT。此类例子不胜枚举。 无论如何，AI将长期存在，任何与Mag7相关的（$GOOGL -> $CIFR, $WULF），（$MSFT -> $IREN, $NBIS），以及连接性如$ALAB (AWS), $CRDO (mag7)都极具前景，因为它们是Mag7自由现金流(fcf)增加资本支出的直接受益者。
英文原文
The main fear I have in the "AI Bubble" is OpenAI and their $1T capex promises. That is a clear bubble (and private valuations of LLMs). Most other things, no. Any company directly reliant to them $ORCL, $CRWV might be in trouble given how AI models leapfrogged GPT. So the simple thing to do is stay away! Personally speaking, ChatGPT5.1 is horrendous and I actually cancelled my subscription to go with Gemini/Claude. Claude Opus 4.5 outperforms Codex in coding tasks. Gemini outperforms ChatGPT in image generation. Can go on and on. Regardless, AI is here to stay, and anything Mag7 related ( $GOOGL -> $CIFR, $WULF ), ( $MSFT -> $IREN, $NBIS), connectivity like $ALAB (AWS), $CRDO (mag7) is extremely promising since they're the direct beneficiaries of increasing capex from mag7 fcf
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TPU/AMD因NVDA产能受限受追捧，若NVDA产能过剩才需担忧竞争逆风。
问得极好，我关于谷歌TPU（张量处理单元）有一个非常详尽且微妙的论点。 总结：真正需要担心的是，如果TPU和AMD在长期表现上优于$NVDA，导致人们**偏好**其他GPU并转而购买它们。而不是因为$NVDA的GPU卖光了，被迫去买替代品。 但这只是简版。目前的情况就像$AMD： 它是$NVDA潜在的竞争替代品，短期内对基本面影响不大。 这对$NVDA专属云（如$CRWV）和$NVDA自身（例如$META可能会购买TPU）构成长期逆风。但其中的微妙之处在于，$NVDA受限于GPU产能，否则$META可能根本不会去买任何TPU。 短期/中期对盈利影响不大。中期对$TSM、像$CIFR这样的 Colo（数据中心）提供商、以及GPU无关的云提供商构成顺风。 $NVDA刚经历了一个爆发性的季度，Q4预测也极其惊人。直接看那些营收预测就好。 所以我说的微妙之处在于：人们买$AMD和TPU是因为产能受限。$NVDA生产的任何东西都能售罄。 如果$NVDA生产的任何东西都卖不完，那时你才需要担心逆风和$NVDA的故事。
英文原文
Amazing question, so I have a really long nuanced thesis regarding Google TPUs. SUMMARY: The thing to be worried about is if TPUs and AMD outperform $NVDA long term, so people **PREFER** other GPUs and buy them instead. Not because they ran out of $NVDA GPUs to buy and are forced to go get alternatives. But this is a TLDR. Right now it's like $AMD: Potential competitive alternative to $NVDA, not much of an impact near term to fundamentals. This is a long term headwind against NVDA specific-clouds ( $CRWV ) and $NVDA itself (eg. how $META might buy TPUs ). But part of that nuance is because $NVDA is constrained on how much GPUs they can produce lol, otherwise $META might not just buy any TPUs. Short-term/mid-term it's not very material to earnings. Medium term tailwind for $TSM, colo providers like $CIFR, GPU agnostic cloud providers. $NVDA just had a blowout quarter and absolutely insane Q4 projections. Just go off those revenue projections. SO the nuance what I'm trying to say is people buy $AMD, TPUs because they're capacity straigned. $NVDA sells out of Anything they produce. If $NVDA can't sell out of anything they produce, then that's where you get worried about the headwinds and $NVDA story.
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列举AI领域资本支出加速增长的10大证据，强调AI赛道持续高景气度与投资机遇
对于AI领域的任何人来说，很难不看好。 资本支出正在加速增长，而且是以指数级的速度。 直接流向以下几个方面： 新云服务商：$CIFR、$NBIS、$WULF、$IREN， 连接性：$ALAB、$CRDO、$CLS， 能源：$VST、$FLNC、$TE、$EOS， 半导体/晶圆厂：$NVDA、$AMD、$GOOGL、$TSM， 存储：$SNDK、$MU和$STX。 仅在过去几周，我们就看到： 1. AI曼哈顿计划——美国政府正给予顶级模型访问专有实验室数据的权限以加速研究。 2. $GOOGL在德克萨斯州投资400亿美元建设数据中心。 3. Anthropic投资500亿美元建设边缘计算基础设施以支持其Opus 4.5+模型。 4. $TSM公布创纪录的远期收入数据（AI支出）。 5. $NVDA确认创纪录的远期收入数据（AI支出，锁定2年产量）。 6. $META将2025年数据中心/AI资本支出提升至400-450亿美元，用于llama5-6。 7. 今年三次降息以加速增长并降低融资成本。 8. Dominion Energy警告AI数据中心带来大规模电力负荷激增。 9. $AVGO表示AI网络订单达到前所未有的规模。 10. 阿联酋和主权国家推进AI发展。 我们没有看到任何放缓。只有创纪录的增长。 事实上，随着Claude Opus 4.5、Gemini 3的最新模型进展，以及美国政府的新承诺，感觉我们才刚刚看到人工智能新前沿的冰山一角。 （该推文引用了 @aleabitoreddit 的推文，引用内容仅供理解语境）: Nebius [$NBIS]是当前被低估最多的成长型公司。 它有潜力以210亿美元的市值成为下一个$GOOGL。原因很简单： 它的投资组合公司令人惊叹。 这个概念最令人难以置信的例子是$FTX公司。以下是故事： 当我们观察$META如何增长成为万亿美元公司时，不仅仅是Facebook。他们的投资组合公司Instagram、Whatsapp和其他应用使Meta主导了社交媒体领域。 $FTX在数字资产和前沿技术领域做着类似的事情。 四年前，即2021年，$FTX向一个大资产篮子投资了58亿美元。其中很大一部分投入了这三家核心公司： 1. Anthropic，持股13.56%，估值25亿美元。 2. Robinhood [$HOOD]，持股7.6%，估值85.4亿美元。 3. Solana [$SOL]，4100万+代币。 快进到今天，那将是： · Anthropic最新一轮估值3500亿美元。那部分股份价值约474亿美元。 · Robinhood现在市值超过1000亿美元。那部分股份价值约76亿美元。 · Solana现在每个代币价值131.5美元，使那部分股份远超57亿美元。 仅这三家公司就在4年内产生了超过550亿美元的价值，这甚至还不包括FTX的数百亿美元加上其他数十项投资，以及Chime、Layerzero、Aptos、Hidden Road（被$COIN收购）和加密货币的持股。 他们的投资组合公司比他们的核心业务更持久（想象一下，如果核心业务像$GOOGL搜索和YouTube一样持续增长，那将价值多少）。 $NBIS现在有着与$FTX在加密领域、$META在社交媒体领域相同的布局，但在人工智能领域拥有合法且飞速增长的核心业务。 Nebius拥有： 1. Clickhouse，28%持股，估值约70亿美元（2025年上半年为63亿美元）。 2. Avride，83%持股，估值约60亿美元（优步融资后）。 3. Toloka AI，约65%持股，估值约6.4亿美元。 4. TripleTen，100%持股，估值约3亿美元。 · Clickhouse为Anthropic、$META、$TSLA、$NET和许多财富500强公司提供支持。 · Avride是一家自动驾驶出租车机器人公司，从Yandex分拆出来，$UBER在3.75亿美元融资轮中投资以与Waymo竞争。 · Toloka是一个AI标注平台，亚马逊、微软、Anthropic和Shopify都在使用。 19.6亿美元+49.6亿美元+4.16亿美元+3亿美元=76亿美元的投资组合公司估值，这些公司的增长速度超过大多数公开成长型公司。 但如果我们看看他们以每年700%+的速度增长至70-90亿美元ARR的核心业务，拥有48亿美元现金，为$META、$MSFT、Cursor、政府和更多客户提供支持…… 这可能是它以低于90美元的最后一个月，因为今天MSCI纳入将为其带来从数亿美元到低数十亿美元的额外资金流入。如果我们看看$IREN或$CIFR等热门选择，没有任何其他数据中心成长型公司有这种类型的投资组合。 $NBIS估值仅210亿美元，市场正在忽视这个机会。
英文原文
It’s hard for anyone in the AI space not to be bullish. Capex is ramping up. Exponentially. And flowing directly down to: Neoclouds: $CIFR, $NBIS, $WULF, $IREN, Connectivity: $ALAB, $CRDO, $CLS. Energy: $VST, $FLNC, $TE, $EOSe Semi/foundries: $NVDA, $AMD, $GOOGL, $TSM Memory: $SNDK, $MU, and $STX In the past few weeks alone, we got: 1. Manhattan Project for AI - US government is giving top models access to propriety labs data for accelerating research 2. $GOOGL spending $40 on DC buildout in Texas 3. Anthropic spending $50 on EC buildout to support their Opus 4.5+ models 4. $TSM confining record forward revenue numbers (AI spend) 5. $NVDA confirming record forward revenue numbers (AI spend, 2Y production locked in) 6. $META upping 2025 DC/AI capex spend to $40-$45B for llama5-6 7. 3x rate cut this year to accelerate growth and make funding cheaper. 8. Dominion Energy warning of massive AI power load surge from AI datacenters 9. $AVGO signaling AI networking orders at unprecedented scale 10. UAE and sovereign countries pushing into AI We’re not seeing any slowdown. Only record growth. In fact, with the recent model developments from Claude Opus 4.5, Gemini 3, and now new commitment from the US government, it feels like we're just seeing the tip of the new frontier for Artificial Intelligence.
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分析超大规模云厂商数据中心模式差异及潜在合作逻辑
我不会像某些特定的 $BMNR 或 $IREN 投资者那样盲目吹捧，认为街上的绿灯就意味着对公司利好。所以我倾向于认为这只是巧合。因为看起来 $AMZN、$GOOGL 倾向于偏好数据中心托管(Colo)模式（因为他们可以插入自己的 TPU、未来的 Trainium 芯片），而 $MSFT、$META（以及 99.9% 使用 $NVDA 且没有现成定制芯片的 AI 公司）则偏好 $NBIS、$IREN 类型的模式。所以 $AMZN 宣布在印第安纳州为其 AWS 数据中心部门投资 150 亿美元。但关键要注意的是，他们此前在那里已经花费了 313 亿美元，所以这并不算全新投入。你可能看到了 $NBIS 正在印第安纳波利斯附近建设 1000 多英亩的绿地数据中心。这只是一个有利于建设的区域，可能并非针对合作伙伴关系或像 Anthropic（最近承诺 400 亿美元资本支出）那样的另一笔超大规模云厂商交易。说实话，我现在可能更相信 Anthropic 的资本支出承诺而不是 OpenAI。话虽如此，也许如果 $AMZN 耗尽容量并达到与 $NVDA 的最大采购订单上限（因为他们正在插入自己的 $CIFR 芯片），他们可能会转而使用 Nebius。
英文原文
I'm not going to be a blind shill like some specific $BMNR or $IREN investors that can say a green light on the street means bullish for the company. So I would lean coincidental. Since it looks like $AMZN, $GOOGL tends to favor colo models (since they can plug in their own TPUs, Trainium chips in the future) while $MSFT, $META (and 99.9% of AI companies that use $NVDA and don't have custom chips readily built out) prefer $NBIS, $IREN type models. So $AMZN announced they're investing $15B in Indiana for their AWS DC segment. But key thing to note is they've already spent $31.3B there before so it's not exactly new. You probably saw how $NBIS is doing a 1000+ acre greenfield DC near Indianapolis. It's just a favorable area for buildout, probably not directed at a partnership and another hyperscaler deal like Antrhopic (who committed $40B in capex spend recently). I'd probably trust Antrophic more than OpenAI right now with capex spend lol. That being said, maybe if $AMZN runs out of capacity and hits max purchase order with $NVDA (since they're plugging in their own chips with $CIFR), they would use Nebius instead.
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对比NBIS的爆发式增长与CIFR的稳健长期价值。
从我在AI增长板块的观察来看，是的，$NBIS 极其罕见，因为它前身是 Yandex。作为背景，这基本上相当于俄罗斯的百度/中国或谷歌/美国，他们将 Avride 等子公司剥离至 Nebius。至于 $CRWV 等其他公司，它们对 Monolith AI 等收购案更多是为了补充现有核心业务，而非像 $NBIS 那样实现三位数的独立同比增长。而收购 Weights and Bias 花费了17亿美元（据我了解其增长并不快）。至于其他数据中心/矿企，不幸的是比特币增长也不快，但长期来看防御性很强。因此，例如 $CIFR 通过其资产负债表的增长速度会慢得多。但从长期来看，作为股东持有它非常稳健，符合其下行风险较低的数据中心(colocation)模式和较慢的收入爬坡模型。如果你想一年内从0做到2000亿，$NBIS 是做法；如果你想用5年做到，$CIFR 是选择。
英文原文
From what I've seen in the AI growth sector, Yes, $NBIS is incredibly, incredibly rare since it was Yandex before. For context, that's basically Baidu/China | Google/US equivalent but for Russia and they spun off subsidiaries like Avride into Nebius. For stuff like $CRWV and other companies, their acquisitions like Monolith AI were more to compliment their existing core business rather than growing independently at triple digits Y/Y. Then $1.7B for Weights and Bias (that is not growing too fast from what I'm floated numbers) As for the other DC/miner companies, unfortunately Bitcoin isn't growing too fast either, but it's very defensible long term. So growth rate of $CIFR via their balance sheets for example will be a lot slower. But longer term it's really solid to have as a shareholder and goes in line with their low downside risk colo model, slower slower revenue ramp model. If you want to go from 0 to 200B in a year, $NBIS is how you do it. If you want to do that in 5 years time, $CIFR is where it's at.
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Nebius因AI投资组合及核心业务高增长被严重低估，有望成下一个GOOGL。
Nebius [ $NBIS ] 是目前被低估程度最高的成长型公司。它有望成为下一个市值达 210 亿美元的 $GOOGL。原因很简单：其投资组合公司令人惊叹。最极端的例子是 $FTX。回顾 $META 如何成长为万亿级巨头，不仅靠 Facebook，更靠 Instagram、Whatsapp 等投资组合公司主导了社交媒体格局。$FTX 在数字资产和前沿技术领域做了类似布局。2021 年，$FTX 投入 58 亿美元，重仓三家核心公司：1. Anthropic（13.56%，估值 25 亿）；2. Robinhood [ $HOOD ]（7.6%，估值 85.4 亿）；3. Solana [ $SOL ]（4100 万+代币）。如今，Anthropic 最新估值 3500 亿，该持股价值约 474 亿；Robinhood 市值超 1000 亿，持股价值约 76 亿；Solana 代币 131.5 美元，持股价值超 57 亿。仅这三家公司四年增值超 550 亿，还不包括 FTX 其他数十亿投资及 Chime、Layerzero、Aptos、Hidden Road（被 $COIN 收购）等。其投资组合价值超越了核心业务（试想若核心业务如 $GOOGL 搜索般增长该多好）。$NBIS 现在拥有与 $FTX（加密）、$META（社交）相同的结构，但在人工智能领域，且核心业务真实且快速增长。Nebius 持有：1. Clickhouse（28%，估值约 70 亿，2025H1 营收 6.3 亿）；2. Avride（83%，估值约 60 亿，Uber 领投后）；3. Toloka AI（~65%，估值约 6.4 亿）；4. TripleTen（100%，估值约 3 亿）。Clickhouse 服务于 Anthropic、$META、$TSLA、$NET 等；Avride 是自动驾驶出租车公司，$UBER 投资 3.75 亿以竞争 Waymo；Toloka 是 AI 标注平台，被 Amazon、Microsoft 等使用。投资组合估值合计 76 亿，增速快于多数公开成长股。而其核心业务同比增长 700%+，ARR 达 70-90 亿，现金 48 亿，服务于 $META、$MSFT 等。这可能是其被纳入 MSCI 指数前最后一个月低于 90 美元的机会，将获数亿至十亿流入。相比 $IREN 或 $CIFR，$NBIS 是唯一拥有此类投资组合的数据中心成长股。$NBIS 仅估值 210 亿，市场正在忽视这一机会。
英文原文
Nebius [ $NBIS ] is the most undervalued growth company right now. And it has the potential to become the next $GOOGL at a $21B market cap. There's one simple reason: It's portfolio companies are mindblowing. The most incredible example on this concept is the company $FTX. Here's the story: When we look at how $META grew into a $1T+ company, it wasn't just Facebook. It was their portfolio companies Instagram, Whatsapp, and others made Meta dominate the social media landscape. $FTX was doing something similar, but in digital assets and frontier technologies. Four years ago, in 2021, $FTX invested $5.8B into a large basket of assets. And put a large chunk into these three core companies: 1. Anthropic, 13.56% at a $2.5 Billion valuation. 2. Robinhood [ $HOOD ] 7.6% at a $8.54B valuation 3. Solana [ $SOL ], 41M+ tokens. Fast forward to today, that would have been: · Anthropic in it's latest round is worth $350B. That stake would have been worth ~$47.4B. · Robinhood is now worth over $100B. That stake would be worth ~$7.6B. · Solana is now worth $131.5 per token, making the stake well over $5.7B. Those three companies alone generated well over $55B+ in value in 4 years time, and this is not even including FTX's tens of billions of dollars + hundreds of other investments + holdings in Chime, Layerzero, Aptos, Hidden Road (bought by $COIN), and crypto. Their portfolio companies outlasted their core business (and imagine, how much it would have been worth if the core business kept scaling like $GOOGL search did alongside Youtube). $NBIS now has the same setup as $FTX did in crypto, $META in social media, but in artificial intelligence with a legitimate and incredibly rapidly growing core business. Nebius owns: 1. Clickhouse, 28% at a ~$7B valuation ($6.3 H1 2025) 2. Avride, 83% at a ~$6B valuation. (post Uber raise) 3. Toloka AI, ~65% at a ~$640 million valuation 4. TripleTen, 100% at a ~$300m valuation. · Clickhouse powers Anthropic, $META, $TSLA, $NET, and many fortune 500 companies. · Avride is a self-driving car robotaxi company, spun out of Yandex that $UBER invested in a $375M round in to compete with Waymo. · Toloka is a AI labeling platform that Amazon, Microsoft, Anthropic, and Shopify uses. $1.96B + $4.96B + $416M + $300m = $7.6B valuation in portfolio companies that are growing faster than most public growth companies. But if we look at their core business that is scaling to 700%+ Y/Y to $7-9B ARR, with $4.8B in cash, powering $META, $MSFT, Cursor, governments, and many more... This might be the last month it's under $90 before it receives hundreds of millions to low billions of extra inflows from MSCI inclusion today. There's no other datacenter growth company that has this type of portfolio if we look at crowd favorites like $IREN or $CIFR. $NBIS is only valued at $21B and the market is sleeping on this opportunity.
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讨论DGXX执行风险及CIFR受加密货币拖累，关注HPC板块。
是的，我很欣赏与你的交流，相比许多其他成员*咳咳 $IREN*，因为你补充了一些关于 $DGXX 的定性观点，并改变了我对执行风险的看法。对加密货币的依赖因比特币资产负债表拖累了 $CIFR 和许多其他公司，但我更关注高性能计算(HPC)板块。但正如你所说，这是主观排名，我相信每个人的名单都会不同。
英文原文
Yep, I appreciate talking with you compared to many other members *cough cough $IREN*, since you added some good qualitative points about $DGXX and changed my mind about execution risk. Attachment to crypto did drag down $CIFR and many others because of BTC balance sheets, but I paid more attention to HPC segments. But as you mentioned, it's subjective ranking, and I'm sure the list would be different per-person.
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分析NBIS融资优势及高利润率，认为其抗风险能力强于同行。
当然，我从产能融资的角度将 $NBIS 列为 S 级，因为它不受影响其他数据中心（DC）股票（如被迫发行垃圾债的 $APLD）的信贷紧缩影响。 从第三季度财报来看，$CRWV 面临 12.1 亿至 12.5 亿美元的利息支出，而现金等价物仅为 19.4 亿美元。 其他新云（neocloud）板块股票需要更多现金来资助建设并实现吉瓦（GW）产能变现，例如 $IREN，且将面临更高的利率或缺乏融资兴趣（如可转换债券）。 这大概就是板块抛售的原因，但部分抛售相对不合理（例如 $NBIS、$CIFR）。 对于 $NBIS，你可能关注的是其 25 亿美元的自动取款机（ATM）增发。凭借现有的 48 亿美元以上现金，他们足以支持全栈建设和产能变现，并可根据与 $META、$MSFT 的可见收入合同扩展未来产能。 但我个人对其 ATM 增发并不满意，因为这会增加成本影响股价，并抵消 11 月 24 日纳入 MSCI 指数带来的资金流入。 但 $NBIS 拥有 70-90 亿美元的年度经常性收入（ARR），拥有行业最高利润率，鉴于其 200 亿美元市值，这足以抵消 10% 的稀释和可转换债券的影响。
英文原文
Sure, I put $NBIS as S tier from that capacity funding angle because it's isolated from credit tightening affecting other DC stocks like $APLD (that had to sell junk bonds). From Q3 earnings, $CRWV is facing $1.21-$1.25B in interest expenses and only has $1.94 billion in cash equivalents. Other neocloud sector stocks will need more to cash fund buildout + monetize GW capacity ike $IREN, and will face higher interest rates or lack of funding interest (eg. convertibles). This is kind of why we're seeing a sector selloff, but some were relatively undeserved (eg. $NBIS, $CIFR). With $NBIS you're probably looking at their $2.5B ATM offering. With their existing $4.8B+ in cash, they have enough for their full-stack buildout and capacity monetization + and can scale future capacity from visible revenue contracts with $META, $MSFT. But I'm personally not happy with their ATM, since it's an overhead affecting stock price + balances out inflows from MSCI inclusion in 2 days Nov 24th. But $NBIS with $7-9B ARR has the highest margins in the industry, which would offset 10% dilution and convertibles given their $20B marketcap.
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作者将DGXX评为D级，指出其营收无锚定租户且执行风险高，但现金充裕，区别于其他同行。
我确实做了评级，将 $DGXX 评为 D 级。最初我像对待 $CLSK 一样将其归为 U 级，但在进一步研究后忘记将其移除。 如果我没错的话，$DGXX 的 $65m 营收是无保障的，不像 $CIFR 之于 $GOOGL 或 $CORZ 之于 $CRWV 那样有锚定租户(anchor tenant)。 此外，由于它是微盘股(microcap)且在高性能计算(HPC)领域历史较短，其业务转型(pivot)的执行风险(execution risk)也更高。他们已通过 $100M 的自动取款机(ATM)增发进行了稀释，因此至少与未来需要大幅稀释的 $SLNH 相比，目前的稀释程度较低。但它更具投机性，类似于新加入的 $WLAC（WLAC 拥有 FluidStack 合作伙伴关系，因此存在 $GOOGL 兜底(backstop)的潜力）。 他们还有 $92M 的流动资产且无不良债务，考虑到其市值规模，这绝对是一笔巨款（但像其他公司一样，这些资金将用于建设），不过执行风险已反映在评级中。 这并不意味着它是一只坏股票，我也因高潜在上行空间而持有 $WLAC 并将其归为 D 级。只是想区分该板块内各公司在合同可见度(contract visibility)和执行方面的细微差别。
英文原文
I did, rated $DGXX D tier. Originally put it in U like $CLSK, but forgot to edit them out when I looked into them further. Correct me if I'm wrong but $DGXX $65m revenue is unsecured, there's no anchor tenant like $CIFR is to $GOOGL or $CORZ is to $CRWV. There's also more execution risk on pivot, just due to the fact it's a microcap company + little history in HPC. They've already diluted with a $100M ATM, so there's less dilution now at least compared to $SLNH, which will need to dilute heavily in the future. But it's more speculative along the lines of $WLAC (WLAC has fluidstack partnership so potential of $GOOGL backstop) that was added in. They also have $92M in liquid assets with no bad debt, which is absolutely huge given their marketcap size (but like others, that will be spent on the buildout), but execution risk is priced in to the Tier. Doesn't mean it's a bad stock, I own $WLAC because of high potential upside too and put it in D tier. Just wanted to distinguish between the nuances between companies in the sector (contract visibility + execution).
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基于财报与宏观因素，发布Neocloud板块个股梯队排名及评估框架。
Neocloud（新云）板块梯队排名。 Q3财报后+市场板块回调： [S] 级：$NBIS [A] 级：$CIFR, $WULF, $IREN [B] 级：$GLXY, $CORZ [C] 级：$APLD, $CLSK [D] 级：$WLAC, $DGDX, $WYFI [F] 级：$CRWV*, $SLNH [U] 级：$GRRR, $MARA, $DGDX, $CLSK, $BITF, $HIVE, $RIOT ** 从左到右依次排名。 *：短期价格下跌创造了诱人的入场点（例如 $CRWV），但中期（12个月）吸引力仍然有限。 **：不确定，决定不评级（但在梯队图中列为F级）。一些纯矿企尚未完全转型为HPC（高性能计算）+ 合同不确定性太大。 很多人询问财报后的更新，这些只是基于以下加权评估的个人想法： a. 合同可见性和收入确定性 b. 对宏观收紧和信贷条件的韧性 c. 资产负债表强度和利润率概况 d. HPC建设风险（产能执行和编排） e. 收入增长轨迹（1-2年视野） f. 当前市值相对于收入增长和基础设施价值的比率 整个Neocloud板块都很有吸引力，但截至Q3，某些公司的非对称回报显然高于其他公司。
英文原文
The Neocloud Sector Tierlist. Post Q3 earnings + Market Sector Drop: [S] Tier: $NBIS [A] Tier: $CIFR, $WULF, $IREN [B] Tier: $GLXY, $CORZ [C] Tier: $APLD, $CLSK [D] Tier: $WLAC, $DGDX, $WYFI [F] Tier, $CRWV*, $SLNH [U] Tier: $GRRR, $MARA, $DGDX, $CLSK, $BITF, $HIVE, $RIOT ** Ranked in order from left to right. * : Short-term pricing drops created compelling entries (e.g., $CRWV), but med-term (12m) attractiveness remains limited. **: Uncertain, decided not to rate them (but put them in tierlist photo as F). Some pure miners haven't fully pivot into HPC yet + too much contract uncertainty. Lot of people asked about updates post earnings, these are just personal thoughts based on weighted assessments of: a. Contract visibility and revenue certainty b. Resilience to macro tightening and credit conditions c. Balance sheet strength and margin profile d. HPC buildout risk (capacity execution and orchestration) e. Revenue growth trajectory (1–2 year horizon) f. Current market capitalization relative to revenue ramp and infrastructure value The whole Neocloud sector is compelling but some have clearly higher asymmetrical return over others as of Q3.
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CIFR获谷歌8.3亿长约，风险降低，看好下月股价破22美元。
天哪，$CIFR 刚刚通过 Fluidstack 与 $GOOGL 签署了一份价值 8.3 亿美元、为期 10 年的合同。下个月股价更可能突破 22 美元以上，而非低于 10 美元。长期超大规模云服务商（Hyperscaler）的收入可见性很高，因此风险已大幅降低。唯一的缺点是，与全栈产品（Full-stack offerings）相比，其收入爬坡速度较慢，且由于资产负债表上持有比特币，受到 BTC 价格拖累。
英文原文
bruh, $CIFR just signed a $830m 10y contract with $GOOGL through Fluidstack. More likely $22+ next month than sub $10. Long-term hyperscaler revenue visibility, so it's pretty de-risked. Just slower revenue ramp compared to full-stack offerings + BTC price drag since it holds Bitcoin on its balance sheet.
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因执行风险及融资压力降级$IREN，维持$NBIS跑赢大盘评级。
我的措辞非常严谨。你在阅读关于“引导性签约容量”的讨论时，跳过了“预期”一词。 因此，我再次重申上述观点，但提供更详细的解释： $IREN 最初的护城河是吉瓦(GW)级容量+垂直整合。$NBIS 的护城河是全栈(Full-stack)。 然而，Nebius 在长期吉瓦级容量上实现了与原本被认为是 $IREN 最大护城河的平价。 以下是有帮助的解释： - 短期：$IREN 0.66 GW 已连接 vs. $NBIS 22 GW 已连接。目前，$IREN 拥有更多前置容量。 - 中期：$NBIS 和 $IREN 之间的已连接电力差距正在缩小，$IREN 2026年为 1 GW，Nebius 为 1.4 GW。 - 长期：$IREN 规划 3 GW 电力扩张，$NBIS 规划 2.5 GW 签约电力扩张，Nebius 在已连接电力方面实现长期平价。 Nebius 管理层还将容量预期提高了 150%，并且有很大可能再次增加，以超越其他新云(Neocloud)公司。 此外，$IREN 最终转向全栈 IAAS 而非风险较低的托管(Colo)($CIFR, $WULF)，以追求更高的收入和利润率潜力，正如他们的 ER 所述。 但考虑到 $CRWV + $ORCL 在软件/编排方面的建设难度，与拥有现成且即插即用现有堆栈的 $NBIS 相比，$IREN 的新转型执行风险极高。 如果 $IREN 能做好这一点，其上行潜力巨大，但由于执行风险以及为 AI 云转型的容量变现所需融资面临的信贷收紧，我已将其降级。 如上所述，Nebius 拥有更大且多元化的客户群，这增强了收入可见性和防御性，因此我维持对 $NBIS 的跑赢大盘评级，因其具有非对称上行潜力。
英文原文
I'm very precise with my wording. You skipped over "expected" while reading discussions about guided contracted capacity. So reiterating what I've said above but with a longer explanation: $IREN's original moat was GW capacity + vertical integration. $NBIS's moat was full-stack. However, Nebius achieved long-term parity with GW capacity that was originally thought to be $IREN's biggest moat. Here's a helpful explanation: - Near term $IREN .66 GW connected vs. 22 GW connected with $NBIS. Today, $IREN has more frontloaded capacity. - Mid-term, The connected power argument is closing between $NBIS and $IREN with 1 GW 2026 for IREN and 1.4 GW for Nebius. - Long term, $IREN projects 3 GW power expansion, $NBIS projects 2.5 GW contracted power expansion with Nebius achieving longer term parity with connected power. Nebius management also raised capacity expectations by 150%, and there's a large chance it increases again to exceed other Neocloud companies. On top of that $IREN ended up pivoting to full-stack IAAS instead of lower-risk colo ( $CIFR, $WULF ) for higher revenue potential due to "higher revenue and margin potential" as per their ER. But looking at $CRWV + $ORCL buildout difficulty with software/orchestration, this immensely raises execution risk for a new pivot with $IREN compared to $NBIS, which has it down + plug and play with existing stack. $IREN has high upside potential if they get this right, but due to execution risk and credit tightening required for future financing for capacity monetization for their AI cloud pivot, I've downgraded it. Nebius also has a much larger diversified client base as mentioned above for both revenue visibility + defensibility, which is why I maintain outperform on $NBIS due to asymmetrical upside.
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深度解析9只个股基本面与目标价，指导散户建立独立估值模型。
基于权益排名表： 以下是对每只股票的深入分析，以及我如何重新调整投资组合以利用市场重置： · $NBIS 现价 $92，目标价 $400 / 1年 · $RKLB 现价 $43，目标价 $500 / 5年 · $CRCL 现价 $72，目标价 $150 / 8个月 · $ALAB 现价 $143.4，目标价 $250 / 6个月 · $SNAP 现价 $8.1，目标价 $22 / 1年 · $CIFR 现价 $14.8，目标价 $28 / 6个月 · $RDDT 现价 $185，目标价 $275 / 8个月 · $SMCI 现价 $34，目标价 $55 / 6个月 · $HIMS 现价 $35，目标价 $60 / 6个月 此顺序基于发布时的持仓集中度权重，以及基于现有信息对中型市值（$50亿+）板块的内部目标价推测。 以下是每只股票及目标价时间框架的深入拆解，以及“定性”理由： 1. Nebius ($NBIS)：市值 $230亿。极度低估且与基本面脱节。 $70-90亿远期年度经常性收入(ARR)，20-30%息税摊销前利润(EBIT)，来自 Shopify、埃森哲、Cursor、外国政府的企业合同，以及来自 Meta 和微软的超大规模客户合同，为 Nebius 提供了收入可见性。拥有 $48亿+现金，使其免受影响数据中心的信贷紧缩影响。预计 2026 年签约容量达 2.5 GW，可与许多其他公司（如 $IREN 的 2.8 GW）媲美，并击败许多关于容量/电力的论点。由于其许多投资组合公司支持 Tesla 和 Anthropic 等公司，它也具有更高的增长潜力（想想 $MSFT 及其投资组合公司带来的长期防御性）。 此外，随着 $NVDA 第四季度业绩爆发，Jensen 澄清了反对 GPU 折旧的论点，这有助于提升数据中心板块情绪。 1年目标价 $400，基于远期收入/利润率估值达 $1000亿+。 2. Rocketlab ($RKLB)：市值 $220亿。短期高估，长期潜力低估。 Rocketlab 是我与比特币并列的最高确信度5年长线标的。在太空领域，并非赢家通吃，我维持 $3500-5000亿长期目标价以匹配 SpaceX 的最新估值/能力。 目前它被高估。但从纯技术角度看，构建可重复使用火箭构成了惊人且具防御性的护城河，我们正处于其端到端太空产品大规模商业化（可能在 ~2028 年）的早期阶段。 然而，市场正在计入 Flatlite 商业化（如 Starlink）和中程有效载荷（SpaceX Falcon 9）的远期增长。市场也计入远期增长，但对于 Rocketlab 而言，关键在于未来有多远。这始终是一个坚实的买入机会，取决于你对公司执行的耐心程度。 3. Circle ($CRCL) - 市值 $160亿，低估。 对于 Circle，自其市值 $500亿以来我就看空，建议做空 Circle，做多 Coinbase，因为 $COIN 与 Circle 有 50% 的收入分成。 此前因流通股本数字和财报后/12月2日巨大的内部人锁定期导致抛售（类似 $BULL）而被高估。流通股本动态很重要，像 Cathie Wood 这样的 ETF 经理似乎不理解（因此我的警告）。 但现在我们达到了合理的估值水平。我预计 USDC 商业化将继续，鉴于数字资产市场的监管重点，我看到 $CRCL 将接管 Tether 的大部分市值。 话虽如此，一旦我们看到内部人股份重新分配给机构和长期持有者，计入稳定币交易量增长，它完全值得 $300亿+的市值定价。 4. Astera Labs ($ALAB) - 市值 $220亿，估值合理 ALAB 是我中期高确信度选股之一，因为 Mag7 采用其连接技术用于数据中心建设。 增长极高，利润率类似 $NVDA，约为 ~74%，最新估算：$2.3亿/季度（同比增长 101%）。我的论点是，如果 Mag7 依赖某家公司（$NVDA 用于 GPU，NBIS、IREN、CIFR 用于 DC AI 云建设），该公司将连续几个季度大幅超出预期，我们正看到这一点。 尽管全面超出业绩预期，Astera 最近从 $250 抛售回 $140 区间，这提供了一个良好的买入机会。 我维持中期目标价 $250，以在 NVDA 业绩后及 Anthropic $400亿 DC 到 $GOOGL 在德克萨斯州 $500亿 DC + 连接需求创纪录的数据中心建设后恢复。 5. Snapchat ($SNAP) 市值 $130亿，低估。 $SNAP 是我最不喜欢的股票和 CEO 之一（抱歉 Evan）。 然而，我无法反驳基本面的变化。我最近论点帖子的 TLDR 是，他们正在削减来自存储 10 年前记忆/视频的巨大运营支出膨胀，如果你查看他们的 GCP 托管费用，这会侵蚀利润率。 现在他们既减少了该 OPex 成本，又从中增加了收入。我们还有与 Perplexity 的 AI 交易，增加了 $4亿+的额外收入流，如 RDDT。 然而，短期内由于相对于 AI 公司的表现不佳，它正遭受税务收割。在 2026 年 Q1，我预计市场将开始大幅计入新的基本面，该公司将大幅超出预期。 话虽如此，随着市场计入新动态，我预计从此处 1 年内有超过 200%+ 的上涨空间。 5. CIFR ($CIFR) - 市值 $50亿，低估 $CIFR 是 Neocloud 板块中我最喜欢的第二只股票。据记忆，其资产负债表上持有大量比特币，并受到 BTC 价格从 $120k 跌至 $90k 的实质性影响。 然而，我预计随着级联保证金清算结束且机构以低价买入比特币，加密资产价格将在几个月内恢复。 Nebius 位居榜首，因为它拥有完整的 AI-云价值链，具有更高的收入潜力和更强的回报，尽管这迫使他们处理编排、软件和 GPU 生命周期风险，而不是坚持托管。 然而，$CIFR 避免了整个风险面，并拥有 AMZN 和 GOOGL 的支持作为长期收入锚点。它也免受 GPU 采购、管理和折旧的影响。 对于 CIFR 的经济模型，我们获得了一个基于超大规模客户空间、电力和冷却的高利润率、年金结构。经风险调整后，它是该组中最安全的名称之一。但权衡是上涨空间受限。像 10 年、15 年这样的长期租赁减缓了收入爬坡，并相对于从 $1.45亿季度收入到一年内 $21亿的全栈 Neocloud 运营商（如 NBIS）削弱了回报。 话虽如此，一旦市场计入 $AMZN、$GOOGL Fluidstack 收入且比特币价格恢复，我维持 1 个月后的 $28 目标价。 6. Reddit ($RDDT) - 估值适中 来自 WSB 子版块 Wendy's 垃圾桶的我，自然对这个平台有偏见。 然而，Reddit 最初从 $270 的抛售是由于对 ChatGPT 引用的担忧，这是不重要的。现在，最新数据显示引用回来了，但 Reddit 的价格仍停留在 $185（远低于该数字）+ 部分由于宏观因素。 Reddit 是最不臃肿、高利润的社交媒体公司之一。由于年轻和年长受众的网络效应的长期防御性（与 Snap 9亿+ MAU 主要为年轻一代相比），它将长存。 我预计 RDDT 将通过收购（如 $HOOD 交易所）扩大货币化途径，得益于其巨大的自由现金流(FCF)和盈利能力，或者像 Facebook 最初收购 WhatsApp、Instagram、构建 Messenger 一样。这是一只低风险、高增长的股票，因此我维持 8 个月后的 $275 目标价。 7. SMCI ($SMCI) - 低估，市值 $200亿。 $200亿市值是个笑话。无话可说。他们正在实现 $50亿季度收入（当然利润率较低）。然而，市场正在计入公司收入下降。 SMCI 将大部分积压订单推迟到 2026 年 Q2，这与 Neoclouds 到 Mag7 客户的许多数据中心建设相一致。 他们预计明年收入同比增长 50%+，至少 $360亿收入，但鉴于 NVDA 业绩爆发带来的数据中心建设，我预计服务器机架公司如 $DELL 和 SMCI 将在 2026 年 Q2 表现优异。 这就是为什么我利用当前季度的收入滞后延迟，并分配 6 个月后的 $55 目标价。 8. Hims and Her Health ($HIMS) - 低估（市值 $80亿） 个人而言，我仅将 HIMS 用于短期交易突破。我一直不长期持有高于 $50 的股票。 然而，回到 $35，它重置了今年大部分的增长，但收入同比增长 49% 至 $5亿，并产生大量自由现金流。 最被低估的叙事是 Zava 收购。这为 HIMS 平台增加了 130万+用户，并使公司能够扩展到欧盟市场。 类似于 META 收购 Instagram 等公司，扩大基础+货币化，我预计 HIMS 将对 Zava 做同样的事情 + 市场正在计入当前的 Zava 估算数字。 这可能是我信心最低的股票，尤其是 CEO 在离开后出售股份，在 $70 时的 SS 帖子让我味道不好 👀。 但话虽如此，这是一个在 6 个月时间内反弹至 $60 的好机会。 希望你喜欢我的观点。有很多关于价格的帖子，但我试图留下更定性的拆解（+ 部分定量，但省略很多技术内容以便阅读），以帮助散户建立自己的确信度和理解。 建立理解对于创建你自己的内部估值模型很重要，而不是盲目跟随 FinX 发帖人 + 当股价暂时下跌时投降。 如果你留下你的投资组合+集中度，我很乐意讨论更多。
英文原文
Based on the equity ranking table: Here's a deeper analysis of each stock, alongside how I reposition my portfolio to capitalize on the market reset: · $NBIS at $92, PT $400 / 1Y · $RKLB at $43, PT $500 / 5Y · $CRCL at $72, PT $150 / 8M · $ALAB at $143.4, PT $250 / 6M · $SNAP at $8.1, PT $22 / 1Y · $CIFR at $14.8, PT $28 / 6M · $RDDT at $185, PT $275 / 8M · $SMCI at $34, PT $55 / 6M · $HIMS at $35, PT $60 / 6M This is in order of concentration weighting from when posted and internal PT speculation based on existing information for mid-cap ($5B+) sections. Here’s a deeper breakdown on each one and PT timeframe, and a “qualitative”why: 1. Nebius ( $NBIS ): $23B marketcap. Incredibly undervalued and detached from fundamentals. $7-9B forward ARR, 20-30% EBIT, enterprise contracts from Shopify, Accenture, Cursor, foreign governments and hyperscaler contracts from Meta and Microsoft give Nebius revenue visibility. With $4.8B+ in cash, it's isolated from credit tightening affecting data centers. With 2.5 GW expected capacity contracted 2026, it rivals many others eg. $IREN at 2.8 GW, and defeats many of the capacity/power arguments. With many portfolio companies powering companies like Tesla and Anthropic, it also has higher growth potential (think $MSFT with its portfolio companies for longer defensibility). We also had stellar $NVDA earnings going into Q4 with their blowout, Jensen clarifying arguments against GPU depreciation, which helps with DC sector sentiment. $400 1 year price target, $100B+ valuation given forward revenue/margins. 2. Rocketlab ( $RKLB ): $22B marketcap. Overvalued current term, undervalued long term potential. Rocketlab is my highest conviction 5Y long alongside Bitcoin. With Space, it's not winner takes all, and I've maintained $350-500B long term PT to match SpaceX’s most recent valuation/capabilities. As of now, it's overvalued. But it's an incredible + defensible moat from purely a technological standpoint building reusable rockets and we're early in terms of commercialization of their end-to-end space products at scale (likely ~2028). However, we're pricing in forward growth with Flatlite commericalization (eg. Starlink), and medium-lift payloads (SpaceX Falcon 9). The market prices in forward growth as well but it’s more about how long in the future with Rocketlab. It's always a solid buy, depending on how patient you are with company execution. 3. Circle ( $CRCL ) - $16B marketcap, undervalued. With Circle, I've been bear posting it since it was a $50B marketcap, saying short Circle, long Coinbase, given $COIN has 50% revenue sharing with Circle. It was overvalued due to float numbers and massive insider lockups 2-3 days after earnings/Dec 2nd led to a sell-off (like $BULL). Float dynamics matter a lot that ETF managers like Cathie Wood seem to not understand (hence my warnings). But now we're reaching respectable valuation numbers. I expect USDC commercialization to continue and given a regulatory focus in the digital asset market, I see $CRCL taking over a lot of Tether's marketcap. That being said, it's well deserving of a $30B+ marketcap pricing in stablecoin volume growth once we start seeing insider shares redistributed to institutions and long term holders. 4. Astera Labs ( $ALAB ) - $22B marketcap, reasonable valuation ALAB was one of my mid-term high conviction picks, due to Mag7 adoption of connectivity for datacenter buildout. Incredibly high growth and $NVDA-like margins sitting at ~74%, latest er: $230m/q (101% Y/Y growth). My thesis was that if Mag7 is dependent on a company ($NVDA for GPUs) ( NBIS, IREN, CIFR for DC AI cloud buildout), the company will blow away expections quarter after quarter, and we're seeing this. There's been a recent sell-off on Astera from $250 back to $140 marks, depsite beating earning expectations across the board and this presents a good buying opportunity. I maintain a medium term PT $250 for recovery after NVDA earnings and record-high DC buildout from Antrophic's $40B DC to $GOOGL's $50B DC in Texas + connectivity demand. 5. Snapchat ( $SNAP ) $13B marketcap, undervalued. $SNAP is one of my least favorite stocks and CEO's (sorry Evan). However, I can't argue with fundamental changes. A TLDR of my most recent thesis post was that they're cutting their massive opex bloat from memories/videos stored 10 years ago and if you look into their GCP hosting fees, it's cutting in margins. Now they're both reducing that OPex cost and increasing revenue from that. We also have AI deals with perplexity adding $400m+ additional revenue streams like RDDT. However, short term it's suffering from tax-harvesting due to underperformance this year relative to AI companies. In 2026 Q1, I expect the market to start pricing in the new fundamentals Hard. and for this company to beat expectation soundly. That being said I expect over a 200%+ upside 1Y from here with the market pricing in the new dynamics. 5. CIFR ( $CIFR ) - Undervalued at $5B marketcap $CIFR is my second favorite stock in the Neocloud sector. From memory, it holds a lot of Bitcoin on its balance sheet and is materially affected by the selloff in BTC prices from $120k to $90k. However I expect crypto asset prices to recover in a few months once cascading margin liqudations finish and instituions buy-in Bitcoin at low prices. Nebius is top because it owns the full AI-cloud value chain for higher revenue potential and stronger returns, even though it forces them to handle orchestration, software, and GPU lifecycle risk instead of sticking to colocation. However, $CIFR because it avoids that entire risk surface and has backing from AMZN and GOOGL for long term revenue anchors. It also stays insulated from GPU procurement, management, and depreciation. For CIFR's economics we get a a high-margin, annuity structure built on space, power, and cooling for hyperscalers. Risk-adjusted, it’s one of the safest names in the group. But the trade-off is capped upside Long leases like 10Y, 15Y slow the revenue ramp and mute the payoff relative to full-stack Neocloud operators like NBIS that go from $145m quarterly revenue to $2.1B in a year. That being said I maintain a $28 PT in 1 month once market prices in $AMZN, $GOOGL Fluidstack revenue and Bitcoin prices recover. 6. Reddit ( $RDDT ) - Moderate valuation Coming from the Wendy's dumpsters on WSB subreddit, I am naturally biased toward this platform. However, the initial sell-off of Reddit at $270 was due to fears over ChatGPT citations, which was immaterial. Now, recent data shows that citations are back, but Reddit's price still sits at $185 (way below that number) + partly due to macro. Reddit is one of the least bloated, highly profitable social media companies. And it's here to stay due to long term defensibility of the network effect of both younger + older audiences (compared to Snap 900m+ MAU of mostly younger generation). I expect RDDT to scale up monetization avenues through acquisitions like $HOOD (exchanges) due to their massive FCF and profitability or how Facebook originally acquired WhatsApp, Instagram, built out messenger. It's a low-risk, high growth stock, which is why I maintain a $275 PT in 8 months. 7. SMCI ( $SMCI ) - Undervalued, $20B marketcap. $20B marketcap is a joke. Nothing else to say. They're doing $5B quarterly revenue (off lower-margins for sure). However, market is pricing in the company revenue dropping. SMCI quoted majority of the backlog delay to Q2 2026, which aligns with a lot of the DC buildout from Neoclouds to Mag7 customers. They expect revenue to grow 50%+ Y/Y next year, with at least $36 billion revenue, but judging from DC buildout from blowout NVDA earnings, I expect server rack companies like $DELL and SMCI to outperform Q2 2026. This is why I'm taking advantage of revenue lag delays from the current quarter and assigning a $55 PT in 6 months time. 8. Hims and Her Health ( $HIMS) - Undervalued ( $8B marketcap) Personally, I've used HIMS just for short term trading breakouts. And I've been one to not long-term hold the stock above $50. However, back at $35, it's reset most of the year's growth but grew revenue 49% Y/Y to $500m and is producing a good amount of FCF. The most under-priced narrative is the Zava acquisition. This adds 1.3M+ users to the HIMS platform and allows the company to expand to the EU market. Similar to how META acquires companies like Instagram, grows its base + monetizes, I expect HIMS to do the same with Zava + market is pricing in current est. Zava numbers. It's probably my least confident stock out of the bunch, especially leaving me with a bad taste with the CEO selling shares after leaving 👀 on SS posts back at $70. But that being said it's a great rebound opportunity to $60 in a 6 month timeframe. Hope you enjoyed my perspective. There's a lot of x at price posts, but I try to leave a more qualitative breakdown (+ part quantitative but leave out a lot of technical for easier reading) to help retail develop their own conviction and understanding. Building understanding is important to create internal valuation models yourself rather than blindly following along FinX posters + capitulating when stock prices temporarily drop. Happy to discuss more if you drop your own portfolio + concentrations.
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NVDA财报暗示需求加速，利好CIFR等供应链个股。
@soulbiri1 是的，像 $CIFR 这样的股票盘后上涨了 17%。 这并不意味着开盘后价格能守住，但市场有时只需要一个借口来反弹。 从 $NBIS 到 $CIFR 的基本面依然完好，但 $NVDA 的财报只是指向需求加速。 https://t.co/oZqWb7jrL7
英文原文
@soulbiri1 Yeah stuff like $CIFR is up 17% after hours. Doesn’t mean the price will hold market open, but market just needs an excuse for things to rally sometimes. Fundamentals are already in-tact for $NBIS to $CIFR but $NVDA earnings just point toward accelerated demand. https://t.co/oZqWb7jrL7
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作者称市场大跌为“大重置”，多只AI概念股股价回落至重大利好前水平。
我将这次市场下跌称为“大重置(The great reset)”。 许多股票的价格已重置至其基本面发生变化之前的水平。 $HIMS 回到 Zava 事件前的 $36。 $NBIS 回到微软(MSFT)交易前的 $94。 $CIFR 和 $WULF 回到 AWS/谷歌交易前的价格。 $SNAP 回到与 Perplexity 交易前的价格。 股市的“黑色星期五”提前到来了。
英文原文
The great reset is how I termed the market drop. Lot of names were reset to prices before their fundamentals changes $HIMS back to pre-Zava prices at $36. $NBIS back to pre-MSFT deal prices at $94. $CIFR $WULF back to pre-aws/googl deals $SNAP pre-perplexity deal. Early Black Friday for stocks
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博主回顾过往交易盈亏，并列出近期市场下跌中的买入标的。
感谢在 $RDDT 上关注我！想到自己曾从温迪（Wendy's）快餐店垃圾桶旁起步，深感荣幸与谦卑。 许多卖出操作如 $CRCL、$BMNR、$RGTI 最终都兑现了收益。随着市场下跌，大量买入机会如 $NBIS、$SNAP、$META、$RDDT、$ALAB、$IBIT、$WULF、$CIFR、$RKLB、$WLAC 或 $TSM 目前出现。 我需要跟进许多标的，本周我会再发一篇类似帖子。
英文原文
Thanks for following me on $RDDT! Very humbled by my regarded roots behind the Wendys dumpsters. Lot of the sells like $CRCL, $BMNR, $RGTI finally played out. Tons of buys like $NBIS, $SNAP, $META, $RDDT, $ALAB, $IBIT, $WULF, $CIFR, $RKLB, $WLAC, or $TSM right now from the market drop. I need to catchup on a lot of names and I'll make another post like that this week.
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建议趁市场广泛抛售，买入基本面增长的股票。
@hereforgoodish2 现在有太多优质的买入机会了。买入 $META、$NBIS、$SNAP、$RDDT、$ALAB、$IBIT、$WULF、$CIFR、$RKLB、$WLAC 或 $TSM 都不会出错。 我肯定还漏掉了一些，但这次抛售范围很广，所以这是买入基本面正在增长的股票的好时机。
英文原文
@hereforgoodish2 There's too many good buys right now. Can't go wrong with $META, $NBIS, $SNAP, $RDDT, $ALAB, $IBIT, $WULF, $CIFR, $RKLB, $WLAC, or $TSM. I'm sure there's more I missed out but the selloff was broad so it's a good chance to buy into stocks with growing fundamentals.
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对比NBIS全栈优势与CIFR低风险低上限，看好两者但首选NBIS。
感谢 @accounting_ds 总结我的观点。明天我会发布更深入的全面分析。 $NBIS 和 $CIFR 是我在 Neoclouder（新型云服务商）板块中最看好的两只股票。不过 CIFR 的地位略低于 Nebius。 Nebius 位居榜首，因为它拥有完整的 AI-cloud（人工智能云）价值链，具备更高的收入潜力和更强的回报，尽管这迫使它们承担编排、软件以及 GPU lifecycle（GPU 生命周期）风险，而非仅局限于 colocation（托管服务）。 我看好 $CIFR 是因为它规避了上述所有风险敞口，并拥有 $AMZN 和 $GOOGL 的支持作为长期收入锚点。它还免受 GPU 采购、管理和折旧的影响。 就 CIFR 的经济模型而言，我们得到的是基于为 hyperscalers（超大规模云厂商）提供空间、电力和冷却的高利润率、年金式结构。经风险调整后，它是该组别中最安全的标的之一。但权衡之下，其上行空间有限。 10年、15年的长期租约减缓了收入增长步伐，并削弱了相对于 NBIS 等全栈 Neocloud 运营商的回报，后者能在一年内将季度收入从 1.45 亿美元提升至 21 亿美元。
英文原文
Appreciate, @accounting_ds for summarizing my opinion. I'll post a deeper dive into everything tomorrow. $NBIS, $CIFR are my favorite two in the Neoclouder sector. CIFR sits right below Nebius though. Nebius is top because it owns the full AI-cloud value chain for higher revenue potential and stronger returns, even though it forces them to handle orchestration, software, and GPU lifecycle risk instead of sticking to colocation. I like $CIFR because it avoids that entire risk surface and has backing from $AMZN and $GOOGL for long term revenue anchors. It also stays insulated from GPU procurement, management, and depreciation. For CIFR's economics we get a a high-margin, annuity structure built on space, power, and cooling for hyperscalers. Risk-adjusted, it’s one of the safest names in the group. But the trade-off is capped upside Long leases like 10Y, 15Y slow the revenue ramp and mute the payoff relative to full-stack Neocloud operators like NBIS that go from $145m quarterly revenue to $2.1B in a year.
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TSM盈利是AI核心指标，超大规模云厂商建设不受NVDA财报影响。
我的观点是，$TSM 的未来盈利（forward earnings）是迄今为止人工智能交易（AI trade）最大的指标，因为它涵盖了从 $GOOGL TPU 生产到 $AMZN，以及 $NVDA、$AMD 等所有超大规模云服务商（hyperscalers），且我们已看到其盈利和利润率大幅超出预期。 即使 $NVDA 的未来营收被大幅下调（我对此表示怀疑），也不会使 $MSFT 到 $IREN、$AMZN 到 $CIFR 等公司已签订的多年度算力（compute）积压订单失效。 我们已看到 Anthropic 与 $MSFT Azure 的算力协议（这将惠及 $NBIS、$IREN 和 $CRWV 等），$GOOGL 近日建设超 400 亿美元的数据中心（此前已与 $WULF、$CIFR/FluidStack 签署托管设施（colo）协议），$NVDA 的财报不会改变超大规模云服务商的建设步伐。 但它确实对整个 AI 交易产生重大影响，并直接影响 $NVDA GPU 板块（例如重度依赖 $NVDA 的 AI 云厂商）。
英文原文
My opinion is that $TSM forward earnings was the biggest indicator of the AI trade so far since they span from all hyperscalers such as $GOOGL TPU prod to $AMZN, as well as $NVDA, $AMD, and we've already seen them blow away earnings + margins. Even if $NVDA forward revenue is quoted heavily downward (which I doubt), it won't invalidate multi-year contracted compute backlog from $MSFT to companies like $IREN or $AMZN to $CIFR made already. We're already seeing Anthropic x $MSFT compute deals with Azure today (which flows down to $NBIS, $IREN and $CRWV others), $GOOGL build out a $40B+ datacenter the other day (they've made colo deals with $WULF, $CIFR / fluidstack previously), and $NVDA earnings won't the change the hyperscaler buildout. But it does have a large impact on the overall AI trade as well + directly affect $NVDA GPU parts of the sector (eg. $NVDA heavy AI clouds).
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成长股因宏观恐慌错杀，机构逢低吸纳，是最佳买入窗口。
目前市场正目睹大多数成长股下跌。 过去5天： · Cloudflare [ $NET ]: $192.99 (-15.23%) · Rocketlab [ $RKLB ]: $42.50 (-19.35%) · Iren [ $IREN ]: $46.6 (-28.74%) · Hims [ $HIMS ]: $35.15 (-15.61%) 已失去近期涨幅。为何？ 目前我们看到机械性对冲下行，混合着类似加密市场的实时级联保证金清算。 这还混合了基于宏观的投降式抛售，包括对12月降息概率的半合理担忧、政府停摆导致的数据缺失，以及多家对冲基金发布的AI看空报告。 最重要的一点是：尽管许多个股基本面正在改善。 我们看到像： $NBIS 将ARR指引从分析师预期的$4B上调至$7-9B，本周却跌去26.85%。 我们也看到 $SNAP 在发布$4B惊喜的Perplexity交易后，吹爆营收指引，却失去了财报后的所有涨幅。 此时，我们正接近12月“圣诞老人行情”前的底部，机构正在暗池/大宗交易中买入杠杆交易者的比特币清算资金，转向$NBIS等优质股票。 如果未来增长和基本面放缓，此次下跌后的持续抛售是合理的。 然而，如果许多成长股的基本面完好，这次市场重置是自4月关税抛售以来，从$KRKNF到$ALAB的成长股最佳买入机会。 正如Robinhood [ $HOOD ]数据显示，散户在$IREN等热门股上，在$45-$50底部大量卖出，但在$MSFT交易后$80顶部买入。 散户往往在顶部追高，但在下跌后底部投降。 这是伟大的重置，而非导致熊市的持续崩盘。保证金清算后及弱势筹码向长期投资者转移，将带来新高。 话说回来：你认为目前被抛售最严重的高Beta股票是哪只？
英文原文
Markets are seeing a drop in most growth stocks right now. In the past 5 days: · Cloudflare [ $NET ]: $192.99 (-15.23%) · Rocketlab [ $RKLB ]: $42.50 (-19.35%) · Iren [ $IREN ]: $46.6 (-28.74%) · Hims [ $HIMS ]: $35.15 (-15.61%) have lost their recent gains. Why? Right now, we're seeing mechanical hedging downward, mixed with live cascading margin liquidations slightly mirroring the crypto markets. This is mixed with capitulation based on macro with semi-valid concerns from December rate cut odds, lack of data from Gov shutdown, and AI short reports from several hedge funds. The most important thing to note is that: This is despite improving fundamentals in many individual stocks. We've seen companies like: $NBIS raise ARR guidance from $7-9B from projected analyst $4B marks, and sell off 26.85% this week. and we've seen $SNAP lose any gain from post earnings, after blowout revenue guidance from a $400M surprise perplexity deal. At this point, we're nearing the bottom before the December Santa Rally, with institutions buying up leverage trader Bitcoin liquidations to quality stocks like $NBIS in dark pools/block trades. If forward growth and fundamentals were slowing, continued selling after this drop would be warranted. However, if fundamentals are in tact for many growth stock, this market-wide reset is the best buying opportunity for growth stocks from $KRKNF to $ALAB since the April tariff sell-off. As seen with Robinhood [ $HOOD ] data on popular retail stocks with $IREN, retail is heavily selling the bottom at $45-$50, but bought in at the top post $MSFT deal at $80. Retail is often the ones to chase buying at the top. But capitulate at the bottom after the drop. This is the great reset, but not a continued crash leading to a bear market. Stock post-margin liquidations and weak hands moving to long-term investors leads to new highs. That being said: what high-beta stock do you think is the most sold off right now?
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澄清AI云全栈与裸金属区别，指出$IREN因执行风险派发股息。
我觉得你有点混淆了这些术语，让我澄清一下。 全栈服务(Full stack offering) = AI云 $NBIS $IREN $CRWV 裸金属(Bare Metal) = $CIFR, $WULF 类型的服务（AWS将自家GPU接入 $CIFR） $IREN 在决定为 $MSFT 交易购买数十亿美元GPU时，转向提供全栈AI云服务。这导致了因执行风险而产生的特别股息(DG)。 $IREN 在财报电话会上明确表示，他们之所以做全栈（包括GPU采购+软件编排），是因为“更高的收入潜力和更强的回报”。 关于你提到的软件编排，它主要用于改善内部运营支出(opex)和利润率，但在面向客户的差异化方面略有优势。 与电力相比，GPU利用率和编排对最终利润率的影响巨大，我在之前的帖子中做过定量分析。 对于为 $NBIS 等支付裸金属服务的客户，他们购买的不仅是原始硬件，而是经过优化的软硬件堆栈。
英文原文
So think you're confusing the terms a bit, let me clarify. Full stack offering = AI Cloud $NBIS $IREN $CRWV Bare Metal = $CIFR, $WULF type offerings (AWS plugs in their own GPUs into $CIFR) $IREN is pivoted to doing a full stack offering AI cloud when they decided to buy billions in GPU for the $MSFT deal. This is what led to the DG due to execution risk. $IREN on their earnings call said it themselves that they did full-stack (including GPU purchases + software orchestration) due to "higher revenue potential and stronger returns" For software orchestration that you mentioned, it's mainly for improving internal opex and margins, but is a slight advantage for customer facing differentiators. GPU utilization and orchestration plays an incredible difference in terms of final margins, when comparing to power and I did a quantitative breakdown in an earlier post. For customers that pay for bare metal for $NBIS and others, they are paying for an optimized hardware and software stack, not just raw hardware.
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看好NBIS非对称收益，同时维持对CIFR等标的的多头观点。
@babyfolio 确实，$NBIS 在 Neocloud 领域的每一家公司中都具有明显的非对称上行潜力，我很乐意且能轻松解释原因。但这并不意味着我对 $CIFR、$WULF 等其他股票不看好。
英文原文
@babyfolio True, $NBIS has clear asymmetrical upside over every other company in the Neocloud sector and I'm happy + easily can explain why. That doesn't mean I'm not bullish on $CIFR, $WULF, and others though.
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对比CIFR与NBIS，认为CIFR风险更低但上行空间有限。
$CIFR 实际上是我下一个最看好的新云(Neocloud)板块标的。 我之前做过一个梯队排名，$NBIS 是 S+ 级，$CIFR 是 S 级。 但这里有个细微差别，很多人可能不知道： Nebius 捕获了 AI 云业务的整个价值链。$IREN 在其财报电话会议中明确表示，他们之所以选择与 $MSFT 进行全栈合作，是因为“更高的收入潜力和更强的回报”，同时承担了编排、软件、折旧以及 GPU 采购，而非仅做数据中心(Colo)。 正如你所说，$CIFR 因为 AWS、$GOOGL 以及 Secure 而降低了风险，这也是我喜欢这个标的的原因。通过做数据中心(Colo)，他们避免了购买和管理 GPU 集群，这也是我下调 $IREN 评级的原因，因为 $IREN 面临一个新的风险因素，而 $NBIS 没有，且此前也不存在。 超大规模客户在空间、电力和冷却方面的高利润率、类年金收入。它是该板块中风险调整后风险最低的股票之一。 然而，其上行空间远不如其他标的。特别是当你看到租赁（例如 10-15 年）时，收入爬坡要慢得多，上行空间也远小于像 $NBIS 这样的全栈纯新云标的。
英文原文
$CIFR is actually next favorite Neocloud sector pick. I made a tierlist earlier and $NBIS was S+ and $CIFR was S. But here's the difference and nuance people might not know: Nebius captures the entire value chain of the AI cloud business. $IREN said it themselves in their ER call that they did full-stack with $MSFT because of to "higher revenue potential and stronger returns", while taking on orchestration, software, and deprecation with GPUs purchases vs. colo. $CIFR is de-risked as you mentioned because of AWS, $GOOGL and finally secure, which is why I love the pick. Doing colo, they avoid purchasing/managing GPU fleets, which is why I downgraded $IREN due to a new risk factor that isn't quite present with $NBIS and wasn't there before. There's high-margin, annuity-like revenue for space, power, and cooling for hyperscales. It's one of the lowest-risk adjusted stocks in the sector. However, upside is not anywhere as high. Especially when you look at leases (eg. 10Y-15Y) revenue ramp is a lot slower, and upside is a lot less compared to full-stack pure Neoclouds like $NBIS.
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Nebius是纯新云AI基建标的，无债务与执行风险，具极高非对称上行潜力。
Nebius [ $NBIS ] 现价 $86.69，是剩余最纯粹的“新云”(Neocloud) 和 AI 基础设施非对称性机会。 这是收入最高的、未受 $CIFR | $WULF 及数据中心(Colo) 提供商影响的 Neocloud 标的，且没有以下问题： - 不像 $IREN、$ORCL 那样面临全栈执行带来的巨大不确定性。 - 不像 $CRWV、$APLD 等那样背负高额利息债务。 - 不像 $CLSK、$BITF、$WYFI、$SLNH 等那样在超大规模超大规模云服务商(Hyperscaler) 合同上存在收入不确定性。 在 AI 板块因恐惧情绪蔓延而普遍下跌后： Nebius 依然推进：明年年化经常性收入(ARR) 中值为 $80 亿，现金超 $47 亿，企业客户多元化（包括 $META、$MSFT、$ACN、$SHOP、政府机构），高增长投资组合公司，以及经过验证的高利润率全栈业务。 鉴于需求极度旺盛、执行不确定性（利润率）以及与当前困扰市场的 OpenAI 合同依赖和信贷收紧问题相隔离： 在非对称上行潜力方面，没有任何标的能接近 Nebius。 你只需等待公司的执行落地。
英文原文
Nebius [ $NBIS ] at $86.69 is the purest Neocloud and AI-infra asymmetry left. This is the highest revenue Neocloud untouched by $CIFR | $WULF and colo providers that has no: - Plaguing uncertainty that $IREN, $ORCL face from full-stack execution. - High interest debt that $CRWV, $APLD, and others face. - Revenue uncertainty at scale with Hyperscaler contracts that $CLSK, $BITF, $WYFI, $SLNH, and others lack. After the market-wide drop with the AI sector overrun by fear: Nebius is going forward with: $8B midpoint ARR next year, $4.7B+ in cash, diversification in enterprise clients from ( $META, $MSFT, $ACN, $SHOP, Governments), hyper-growth portfolio companies, and a proven full-stack high-margin business. With extreme demand, execution uncertainty (margins), and isolation from current issues plaguing the markets with OpenAI contract dependency and credit tightening: Nothing even comes close to Nebius in terms of asymmetrical upside. You are simply just waiting for company execution.
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管理层若确认Lake站点泳池派对，CIFR将获支持。
@accounting_ds @rftylerpage 如果管理层确认不排除在 Lake 站点举办泳池派对，$CIFR 将获得大量支持（包括我在内）。
英文原文
@accounting_ds @rftylerpage There will be a lot of support behind $CIFR (myself included) if we get a confirmation from the executive team that they're not ruling out a pool party from the Lake site.
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调侃建议CIFR利用泳池办派对增收。
@accounting_ds 我认为 @rftylerpage 应该利用那个湖举办一场泳池派对。他们可以通过门票赚很多钱，特别是如果他们向那些需要理发的人宣传的话。很多人会参加，这将增加 $CIFR 第四季度的收入。
英文原文
@accounting_ds I think @rftylerpage should utilize the lake by hosting a pool party. They can profit a lot from entrance fees, especially if they promote it to people who need a hair cut. Many people will attend, it will increase Q4 $CIFR revenue.
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NBIS暴跌后机构逆势增持，基本面强劲，维持$400目标价。
Nebius ($NBIS) 上月暴跌 -33.61%，市值跌至 210 亿美元。 尽管如此，最新的 13F 文件数据显示 $NBIS 的机构持股比例上升： · 38.36% → 44.6% 🟢 (+6.24%) Fintel 的数据则更接近 ~46.3%。 Nebius 是一家市值 210 亿美元的全栈新云(Neocloud)服务商： · 远期年度经常性收入(Forward ARR) 达 70-90 亿美元（同比增长 700%+），EBIT 利润率 30%，为 $MSFT Azure、$META | 从 Cursor 到 Shopify 的企业 | 以及政府提供动力。 · 现金超 47 亿美元，投资组合公司净资产价值(NAV) 超 70 亿美元，这些公司支撑着 Cloudflare、Tiktok、Tesla、Netflix 和 Anthropic。 正如上月所料，机构开始意识到这种一代人一次的增长机遇，因为新云(Neocloud)是 AI 数据中心建设及 Mag7 AI 算力的核心。 Nebius 的机构持股比例一直较低 (<28%)，这源于其非典型的 IPO 方式。对于高价值公司，机构持股通常在 60-80% 之间。 因此，我们看到机械性抛压 + 散户投降 + 保证金清算 -> 通过暗池/大宗交易 -> 机构在低位吸筹。 这种吸筹模式并未改变，我们之前在 Robinhood (S-st) 上也见过同样的故事，其机构持股现已达 74.62%，此前股价从 $20 涨至 $150。 非理性的恐惧和投降是机构从散户手中吸筹的方式。近期的下跌是股价变化，而非基本面恶化。$NBIS 的 1 年目标价仍为 $400。 当远期增长支撑市值预测时，这只是时间和执行力的问题。
英文原文
Nebius ( $NBIS ) crashed -33.61% last month, falling to a $21B market cap. Despite this, new 13F filing data shows $NBIS institutional ownership increase: · 38.36% → 44.6% 🟢 (+6.24%) with Fintel placing it closer to ~46.3%. Nebius is a $21B MC full-stack Neocloud with: · $7-9B forward ARR (700%+ Y/Y), 30% EBIT margins, powering $MSFT Azure, $META | enterprises from Cursor to Shopify | and Governments. · $4.7B+ Cash, $7B+ NAV in portfolio companies that power Cloudflare, Tiktok, Tesla, Netflix and Antrophic. As expected from last month, institutions are starting to realize this once-a-generation growth, as Neoclouds are the center of the AI DC buildout and Mag7 AI compute. The institutional ownership of Nebius was always low <28%, due to how their unusual IPO. With high-value companies, ownership typically ranges from 60-80%. So, we're seeing mechanical flows down + retail capitulation + margin liquidation- > dark pools/block trades -> for institutions to accumulate at lower prices. This type of accumulation pattern has not changed and we've seen this same story before with Robinhood ( S-st ), now at 74.62% ownership, before their rally from $20 to $150. Irrational fear and capitulation is how institutions accumulate off shareholders. The recent drop is a change in stock price, not in fundamentals. The 1Y price target on $NBIS remains $400. When forward growth backs up any market cap projections, it’s a matter of time and execution.
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分析NBIS因财务结构具隔离性，高波动下部分抛售逻辑存疑。
是的，我在另一条推文中提到过信贷收紧以及来自 OpenAI 的传染效应，但 $NBIS 因其强劲的资产负债表和可转换票据结构，在这些方面似乎是最具隔离性的。这主要是非针对性的板块抛售，叠加主要影响 $CRWV、$ORCL 及相关公司如 $APLD 的结构性因素。但鉴于 Nebius 具有高贝塔值，其股价可能在一周内从 130 美元跌至 90 美元，但也可能在短时间内回到同一价格。如果从 GPU 折旧的看空论点来看，许多其他公司如 $CIFR 也是孤立的，因为它们只做数据中心托管(colocation)，所以很多抛售说不通。
英文原文
Yeah I made another post about credit tightening and contagion from OpenAI in one of my other posts but $NBIS seems the best isolated in those terms because of their strong balance sheet, convertible note structure. It’s mostly indiscriminate sector selloff on top of the something structural mainly affecting $CRWV, $ORCL and related co like $APLD. But given Nebius is high-beta, it can drop from $130 to $90 in 1 trading week but it can also go back to the same price in a short time. If we go from the GPU depreciation short argument many others like $CIFR are also isolated because they just do colo, so a lot of the selloffs don’t make sense.
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AI资本支出持续流入新云与数据中心，市场却因误判而抛售。
@KobeissiLetter 又有400亿美元资本支出流向像 $WULF / $CIFR 这样的新云服务商(neoclouds)以及 $GOOGL 的数据中心建设。与此同时，市场正因错误的原因而无差别抛售。 https://t.co/S9wmV8d1XD
英文原文
@KobeissiLetter Another $40B in capex going to neoclouds like $WULF / $CIFR and the data center buildout by $GOOGL. Meanwhile markets are selling off indiscriminately for the wrong reasons. https://t.co/S9wmV8d1XD
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驳斥AI板块恐慌，指出托管商受Mag7支持，是错杀买入机会。
这是$CRWV、$ORCL的OpenAI效应。市场在恐惧时是非理性的，将整个板块视为单一实体，而忽视了细微差别： GPU折旧——Burry的做空论点（硬件快速过时）： $CIFR、$WULF等完全不受影响，因为它们不购买GPU，而是做数据中心托管(Colo)。 信用风险——收紧使得所有资本密集型的AI建设成本更高且更脆弱。 $NBIS等...是孤立的（资产负债表强劲，可转换债务）。 未来收入泡沫，OpenAI没有足够的... $IREN、$NBIS、$CIFR、$WULF完全不受影响，因为它们由Mag7支持，而非OpenAI。 对某些人来说，这是令人发笑的买入机会。
英文原文
It's the $CRWV, $ORCL OpenAI Effect. Markets are irrational during fear and views the sector as a single entity vs. seeing the nuances: GPU Deprecation - Burry Short Thesis (rapid hardware obsolescence): $CIFR, $WULF, etc. Literally not affected since they don't buy GPUs and do colo. Credit Risk - tightening makes all capital-intensive AI buildouts more expensive and fragile. $NBIS and others... isolated (Strong balance sheet, convertible debt). Future Revenue Bubble with OpenAI not having enough $IREN, $NBIS, $CIFR, $WULF literally not affected since they're backed by Mag7, not OpenAI. Hilarious buying opportunity for some.
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IREN转全栈致风险激增，NBIS/CIFR基本面稳健却被板块性做空。
谢谢，是的，我之前做分级列表时将 $IREN 列为 S 级，但他们因试图通过购买数十亿 GPU 与 $CRWV 在全栈领域竞争而被大幅降级。许多 $IREN 持有者争论称托管(Colo)最盈利，但在 $IREN 的财报电话会上，他们明确表示因“更高的收入潜力和更强的回报”而购买 GPU 并从事全栈业务。构建软件层比人们想象的要难得多，$IREN 的执行风险急剧上升。与此同时，$NBIS 和 $CRWV 已经掌握了这一环节（根据其白皮书，$NBIS 胜过 $CRWV），但 Coreweave 在利息债务和 OpenAI 风波中搞砸了。不幸的是，我们看到整个板块被做空，尽管存在许多细微差别，例如 $CIFR 不受 GPU 贬值论点的影响。或者 $NBIS 拥有超过 5 年的 Mag7 及企业客户、强劲的资产负债表，且不受 $ORCL 及信贷收紧引发的 AI 泡沫 OpenAI 风波影响。
英文原文
Thanks, yeah I had $IREN as S tier when I did my tierlist earlier but they got downgraded a lot because they ended up trying to compete vs $CRWV in the full-stack by buying billions in GPUs. A lot of IREN holders were arguing colo was most profitable, but in $IREN's earnings call, they literally said they were buying GPUs and doing the full-stack due to "higher revenue potential and stronger returns". It's much, much harder building out the software layer than people think and the execution risk for IREN skyrocketed immensely. Meanwhile $NBIS and $CRWV already has that nailed down ( $NBIS wins vs. $CRWV per their whitepaper) but Coreweave messed up with interest debt + OpenAI drama. Unfortunately we're seeing a whole sector short despite many of the nuances eg. $CIFR not being affected by GPU depreciation arguments. Or $NBIS having Mag7 + enterprise customers over 5Y periods + strong balance sheet and not affected by AI bubble OpenAI fiasco with $ORCL + credit tightening.
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新云生态分化，NBIS领先，IREN执行存疑，市场尚未完全定价。
新云(Neocloud)并非赢家通吃，而是一个完整的生态系统，但并非所有公司都能成为AWS。 我们看到$NBIS、$IREN、$CRWV和$ORCL在真正的“新云”领域竞争，这是一场最有利可图的全栈竞赛，旨在成为Azure/AWS。它们进行垂直整合、建设容量、购买GPU并进行编排，一些孵化企业也加入了竞争。 目前$NBIS是明确的赢家，拥有超大规模云厂商+企业客户+良好的资产负债表，只是时间问题；$CRWV深陷利息债务；$ORCL建设失败，且OpenAI是其最大且风险最高的积压订单。$IREN前景看好，但执行层面存在最大问号，因为其路径不同于人们预期的$CIFR模式，其容量和软件编排比人们预期的难得多（看看$ORCL和$CRWV在软件收购上花费的数十亿美元）。 然后是$CIFR、$WULF、矿工等，它们利用现有容量进行更安全的托管机房(Colo)业务，而像Amazon这样的超大规模云厂商则插入自己的GPU。我仍将其归为新云，但也许该单独分类了，不过它们不受Burry关于2年GPU淘汰论虚假言论的影响。 其余公司正在向高性能计算(HPC)转型，承诺未来X量的容量，但在信贷收紧背景下，为此转型融资越来越难。 随着近期一系列财报的发布，我们开始看到新兴赢家，这是好事。市场尚未定价，但只是时间问题。
英文原文
Neocloud isn't winner takes all, it's a whole ecosystem but not everything can become AWS. We're seeing $NBIS, $IREN, $CRWV, and $ORCL compete in the true "Neocloud", most profitable full stack race to become Azure/AWS. Doing vertical integration, building capacity, buying GPUs, and doing orchestration, and some incubants entering the race. So far $NBIS is the clear winner with hyperscalers + enterprises + good balance sheet in a matter of time, $CRWV is swamped with interest debt, $ORCL failed buildout so far and OpenAI as their biggest + risky backlog. $IREN is promising but they have the biggest question mark for execution since it's not the original approach like $CIFR people were expecting with their capacity and software orchestration is much harder than people expect (looking at $ORCL then $CRWV spending billions on software aqusitions). Then there's $CIFR, $WULF, miners, etc and others do safer colo with their existing capacity while hyperscalers like Amazon plugs in their own GPUs. I still put them as a Neocloud but I guess it's time to make a separate category, but these aren't as affected by Burry's false comments about 2Y GPU deprecation lol. And then we have the rest... undergoing the pivot to HPC, with X amount of future capacity promised and this is becoming increasingly difficult to raise money for this change from credit tightening. It's a good thing that we're starting to see emerging winners after the series of recent earnings. Market hasn't priced this in yet but it's a matter of time.
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信贷收紧利好资产负债表健康的T1新云厂商，当前抛售是买入良机。
你的分析精准捕捉到了二阶Alpha。信贷收紧削弱了弱势竞争对手融资新建产能+改善远期自由现金流/利润率的能力，从根本上制约了其增长。 这意味着资产负债表健康且无高额债务利息的T1新云厂商（如$NBIS和$CIFR）将享有更持久的利润率。这是一个巨大的长期溢价，市场目前定价错误+在此次抛售中尚未计入。 正如我们所见，Mag7的资本支出正在增加，但正流向$NBIS、$WULF等赢家。由于$CRWV和$ORCL引发的恐慌+信贷收紧，我们正目睹一场不分青红皂白的抛售，这反而是买入机会，实际上也是受冲击最小的新云厂商的竞争优势。
英文原文
Your analysis nails the second-order alpha. Credit tightening hurts the ability of weaker competitors to fund new capacity + improve forward FCF/margins, fundamentally constraining growth. This translates to more durable margins to the T 1 Neoclouds like $NBIS and $CIFR with healthy balance sheets and no high debt interest. This is a massive long term premium the market is currently mispricing + hasn't priced in yet with this sell-off. Mag7 capex as we've seen is increasing, but it's funneling into winners eg. $NBIS, $WULF, etc. We're seeing an indiscriminate sell-off due to panic from $CRWV and $ORCL + credit tightening, and this is a buying opportunity and actually a competitive advantage for the least affected Neoclouds.
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AI股因信贷收紧恐慌抛售，建议转向有Mag7合同且低债的新云龙头。
我们正目睹 AI + 数据中心(DC) 股票实时崩盘，$IREN 本周下跌 37.88%，$NBIS 本月下跌 35.27%。 恐慌源于信贷收紧、高息债务、OpenAI 传染效应、宏观因素，以及最重要的：非理性恐惧。 以下是实时发生的情况： 1. 信贷收紧 - 像 $APLD 这样的公司未能成功发行债券（认购不足），最终发行了 23.5 亿美元的高收益债务融资——彭博社 11 月 14 日报道。债券以 97 美分的价格折价出售，收益率约为 10%。 该债券交易的风险主要与 Applied Digital 对 $CRWV 的依赖有关，后者占其合同收入的大部分。随着建设阶段机构关注度增加（例如 Burry 关于 GPU 折旧的做空报告），数据中心更难筹集资金。 融资条件收紧影响了整个通过发行债务为自身建设融资的生态系统。 2. 高息债务 - 由于信贷收紧，$CRWV 为扩张而承担的劣质债务导致每年超过 10 亿美元的损失。这侵蚀了利润率和自由现金流(FCF)。 同样，$APLD 和其他以不良收益率筹集资金的公司也面临同样的未来问题，我们看到相关公司因风险管理而出售。 3. OpenAI 承诺的 1 万亿美元+ 资金没有余额支撑 - OpenAI 承诺超过 1 万亿美元的资本支出(capex)，其中 224 亿美元+ 流向 $CRWV，3000 亿美元+ 流向 $ORCL，他们正在为此建设产能。由于 OpenAI 手头没有余额并采取避险策略，市场现在对这些承诺持怀疑态度。 现在，我们看到这种建设从 Coreweave 等公司向下传染到 $CORZ 和 $APLD，这些公司在建设期间可能依赖 $CRWV 的未来收入。 4. $CRWV 是 AI 基础设施（以及部分 $ORCL）的行业领导者。当行业领导者抛售时，通常其他公司会跟随。 5. 12 月降息概率下降： 除了高息债务外，我们看到 12 月降息概率降至约 53% 的抛硬币水平。较高的利率使得像 $CRWV 这样背负利息债务的公司再融资以增强 FCF 变得困难。 _ 细微差别与重新定位： 我们看到全面抛售。然而，Mag7（$META, $GOOGL, $AMZN, $MSFT）的资本支出和合同已确认，且盈利能力极强。 有一种简单的方法可以安全重新定位，以避免未来收入增长 + 债务周期的问题。 1. 配置与 Mag7 有合同可见性的新云(Neoclouds)： - $NBIS - 190 亿美元 $MSFT 交易，30 亿美元来自 $META，广泛的企业支持 - $CIFR - 55 亿美元与 $AMZN 的 Colo 交易，30 亿美元与 $GOOGL 的交易 - $WULF - 37 亿美元+ 与 $GOOGL 的交易等。 - $IREN - 90 亿美元与 $MSFT 的交易 我们可能会看到更多像 $SLNH, $CLSK 等投机性容量公司下跌，并整合到具有可见企业合同（未来收入下行风险低）的新云中。 2. 配置无/极低息债务且资产负债表强劲的新云： 像 $NBIS 这样的公司因拥有 47.9 亿美元的可转换票据现金及现金等价物，而与当前信贷市场波动隔离。或者像 $CIFR 这样拥有 12 亿美元现金的公司。 3. 避免与 OpenAI 有直接合同而非 Mag7 的公司。 _ 新云是 Mag7 AI 算力的骨干。这一论点没有改变，我们可能会看到一些规模达到 1000 亿美元+ 的公司成为下一个 AWS。 然而，我们看到由 $CRWV, $ORCL 和 OpenAI + 信贷收紧（部分由于 Burry 关于 GPU 折旧的错误机构做空报告）引起的广泛、不分青红皂白的抛售。 对于像 $NBIS 这样拥有 70-90 亿美元远期年度经常性收入(ARR) 和极强资产负债表的公司，这种抛售完全不合理。但对于其他投机性公司，这是一次必要的修正。 一句好话是“散户最后卖出，最后买回”。 如果你认为你可以卖出并在两周后回来，错过抛售后的一个或两个巨大反弹日可能会让你失去大部分恢复收益。 机构可能正在通过暗池/大宗交易购买更好的名字，例如 $NBIS，在这些清洗和保证金清算之后。我们还看到机构所有权从 38%-> 43-46%，尽管股价下跌。 利用这次机会购买好名字，并持有度过这些波动时期。 （该推文引用了 @aleabitoreddit 的推文，引用内容仅供理解语境）: 13F 新云申报的机构流向评估： · Nebius ( $NBIS ): 🟢 强烈正面 (7/10) · WULF ( $WULF ): 🟢 高度正面 (8.5/10) · IREN ( $IREN ): 🔴 非常负面 (3/10) · CIFR ( $CIFR ): 🟢 高度正面 (8.0/10) · Coreweave ( $CRWV ): 🟡 中性 (5.5/10) · Cleanspark ( $CLSK ): 🟢 高度正面 (9.0/10) _ TLDR 摘要更新： $NBIS · 机构所有权整体定量增长强劲，由坚实的长期机构买家以及量化基金和对冲基金的高活跃度驱动。 $WULF · 机构基础结构稳定且安全，以 Vanguard 和 BlackRock 等大型纯多头资产管理人为特征，他们对股票持有高信念。 $IREN · 所有权由高频交易员、做市商和量化基金（例如 Jane Street, Citadel）主导。这种结构被视为负面，因为它表明缺乏稳定的短期持有压力和长期机构缺乏信念。 $CIFR · 优秀的机构设置，以纳入主要指数（被动需求）和主动基金的强烈信念购买为标志，Alyeska 的大幅增持尤为突出。 $CRWV · 高交易量表明市场兴趣浓厚，但所有权目前高度集中，做市商存在显著，导致中性评分，暗示流向的风险/回报平衡。 $CLSK · 被认为是该组中最好的机构结构，结合了广泛支持的被动指数纳入和激进的、高信念的主动积累，表明定性风险最低。 _ 评论： 例如，“看多 - Jane Street + Citadel 拥有 x 的 $IREN ”（提示：这不是正面的）。尤其是当长期持有者如 FMR (Fidelity)：212 万股，大幅削减持仓时。 基金类型很重要，例如： 被动（最正面） Vanguard, BlackRock 指数, State Street, Geode 等 多头（正面） Fidelity, T. Rowe, Wellington, BIT 等 对冲基金（中性到正面） Alyeska, Coatue, Millennium 等 量化/做市商（负面） Jane Street, Citadel, Susquehanna, SIG, Two Sigma 等 这是一个主观框架，用于仅从本季度评分流向有多正面（而非整体所有权）。
英文原文
We're seeing a live crash in AI + DC stocks right now with $IREN down 37.88% this week to $NBIS down 35.27% this month. Panic stems from Credit Tightening, High Interest Debt, OpenAI contagion, Macro, and most importantly: Irrational Fear. Here's what happening real time: 1. Credit Tightening - Companies like $APLD failed to sell bonds (under subscribed) and ended up issuing $2.35B in high yield debt offerings - Bloomberg Nov 14th. The bonds were sold at 97 cents on the dollar, a significant discount, with a yield of approximately 10%. The bond deal's risk is primarily tied to Applied Digital's reliance on $CRWV, which accounts for a substantial portion of its contracted earnings. More institutional cation (eg. Burry short report on GPU depreciation) around the buildout makes it harder for DC's to raise funds. Tightening funding conditions affect the entire ecosystem that issue debt to fund their own buildout. 2. High Interest Debt - Due to credit tightening, bad debt, which $CRWV has to fund expansion, causes $1B+ in losses a year. This cuts into margins and FCF. Likewise, $APLD and others that raise funds with bad yields face the same future issues and we're seeing a selloff in related companies for risk-management. 3. $1T+ in OpenAI promised funding without balances - Over $1 trillion+ in capex was promised by OpenAI going to $22.4B+ $CRWV and $300B+ to $ORCL, which they are building capacity for. The market is now skeptical of these promises from OpenAI due to not having the balances on hand and taking a risk-off approach. And now we're seeing contagion on that buildout from companies like Coreweave spread down to $CORZ and $APLD during this buildout that might rely on $CRWV for future revenue. 4. $CRWV is a sector leaders of AI infrastructure (and partially $ORCL). When the sector leader sell-off, usually others follow suit. 5. Rate Cut odds in December Fall: On top of the high interest debt, we're seeing rate cut odds in December drop to a coinflip ~53%. Having higher interest rates make it trouble for interest-debt burdened companies like $CRWV to refinance for stronger FCF. _ THE NUANCE and Repositioning: We're seeing a broad sell-off across the board. However, Capex and contracts from Mag7 ( $META, $GOOGL, $AMZN, $MSFT ) are confirmed with their extreme profitability. There's an easy way to safely reposition to avoid issues with future revenue growth + debt cycles. 1. Position into Neoclouds with contract visibility with Mag7: - $NBIS - $19B $MSFT deal, $3B from $META, broad enterprise support - $CIFR - $5.5B Colo deal with $AMZN, $3B deal with $GOOGL - $WULF - $3.7B+ deals with $GOOGL and more. - $IREN - $9B deal with $MSFT We will likely see more capacity speculative companies like $SLNH, $CLSK, and others fall off and consolidation into Neoclouds with visible enterprise contract (low downside risk of future revenue). 2. Position into Neoclouds with no/extremely low interest debt and high balance sheets: Companies like $NBIS are isolated from current credit market volatility as they have $4.79 billion in cash and cash equivalents from convertible notes. Or companies like $CIFR with $1.2B in cash. 3. Avoid companies with direct contracts with OpenAI that's not Mag7. _ Neoclouds are the backbone of Mag7 AI compute. This thesis has not changed and we'll likely see some scale to $100B+ companies in the future as the next AWS. However, we're seeing a widespread, indiscriminate sell-off caused by $CRWV, $ORCL, and OpenAI + credit tightening (partially due to incorrect institutional short reports from Burry on GPU depreciation). These types of sell-offs are completely not warranted for companies like $NBIS with $7-9B forward ARR and extremely strong balance sheets. But for other speculative companies, it's a well-needed correction. A good quote is “retail is last to sell, last to buy back”. If you think you can sell and come back two weeks later, missing one or two huge rebound days after a selloff can cost you most of the recovery gains. Institutions are probably buying the better names right now eg. $NBIS through dark pools/block trades now after these types of washouts and margin liquidations. We've also seen institutional ownership go from 38%-> 43-46% despite share prices dropping. Use this as a buying opportunity for good names, and hold through these periods of volatility.
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关注APLD高息发债风险，认为NBIS等公司资产负债表健康。
@TalentActivity 实际上，我可能还需要重新审视一下与 $CRWV 相关的承包商，特别是 $APLD，如果他们正在以 10% 的收益率出售债券（刚刚来自彭博社的消息）。 $NBIS、$CIFR、$WULF 的资产负债表仍然健康。
英文原文
@TalentActivity Actually I probably need to revisit this one more time in terms of the contractors with $CRWV, namely $APLD if they're selling bonds at 10% yield (just now from Bloomberg). $NBIS, $CIFR, $WULF balance sheets are still healthy.
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基于已确认交易对Neoclouds个股排名，建议规避高债低利标的。
在获得更多财报和交易背景后，我可能会这样对“新云”（Neoclouds）进行排名。 仅基于容量建设（Capacity Buildout）的已确认交易： 1. $NBIS - $MSFT | $META | 多家 2. $CIFR - $AWS | $GOOGL 3. $WULF - $GOOGL 4. $APLD - $CRWV + 超大规模云服务商（Hyperscaler） 5. $CORZ - $CRWV 我不会碰 $CRWV，因为其利息债务问题；也不碰 $ORCL，因为受 OpenAI 的传染效应以及目前建设利润率较低的影响。 我认为仅基于市场状况，目前选择已确认的高利润率+合同公司，比押注投机性的容量/高性能计算（HPC）建设转型论点更安全。
英文原文
I'd probably rank Neoclouds like this after we got more context from earnings + deals. Just based on confirmed deals from capacity buildout: 1. $NBIS - $MSFT | $META | Many 2. $CIFR - $AWS | $GOOGL 3. $WULF - $GOOGL 4. $APLD - $CRWV + Hyperscaler 5. $CORZ - $CRWV I wouldn't touch $CRWV due to interest debt or $ORCL due to contagion from OpenAI and low margins on buildout so far. I think just based on market conditions, it's safer to go with confirmed higher margin + contracts companies over speculative capacity/HPC buildout pivot arguments right now.
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新云板块因恐慌抛售与基本面脱节，建议持有以捕捉反弹。
是的，像 $CIFR 这样的新云(Neoclouds)股票在盘前走势简直惨不忍睹，而且这还是在其与 $GOOGL 的交易价格之前，盘前已下跌超过 10%。 这也假装 $AMZN 的托管中心(colocation)交易从未发生过。正如你提到的 $NBIS 的情况，正逼近其与 $MSFT 的交易前水平。由于市场崩盘+恐慌性抛售，我们看到整个板块与基本面完全脱节。 目前，我们可能正在目睹新云(Neoclouds)因保证金级联清算(margin cascading liquidations)+短期期权到期导致的机械性下行资金流。我虽然没有使用任何保证金，但鉴于 $IBKR 等经纪商的保证金使用率创历史新高，可能整个板块都存在保证金清算。 但在抛售后的反弹中错过一两个巨大的反弹日，可能会让你失去最大的恢复收益，这就是为什么在波动时期持有更好。我仍然持有 $NBIS 和其他股票，因为我对它们的基本面有信心。
英文原文
Yeah premarket on Neoclouds like $CIFR is just disgusting to look at and it's pre $GOOGL deal price with the 10%+ drop premarket. And that's pretending $AMZN colo deal never happened too. Similar thing as you mentioned with $NBIS, approaching pre $MSFT deal. We're seeing a complete detachment from fundamentals across the board due the market crash + panic selling. Right now, we're likely seeing margin cascading liquidations + mechanical flows downward with short term option expiration on Neoclouds. I'm not using any margin but there's probably margin liquidations across the board given record high usage on brokerages like $IBKR. But missing one or two huge rebound days after a selloff can cost the biggest recovery gains, which is why it’s better to hold through periods of volatility. I'm still holding $NBIS and others since im confident in their fundamentals.
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13F多为噪音，短期下跌属宏观无差别抛售。
不，13F 文件（13F filings）很多时候只是噪音，除非是伯克希尔（Berkshire）在买入。而这些评分只是判断某只股票是否适合长期持有（例如：是否有大量长期被动基金投资者做多该股票）这一多维方法中的一个小信号。 短期内，像 $CIFR 或 $CORZ 这样的下跌是宏观因素导致的，因此这是全市场的无差别抛售。
英文原文
No, 13F filings a lot of time is just noise unless you have Berkshire buying in. And these scores are just one small signal of a multifaceted way to determine if something is a good long (eg. Do you have lots of long-passive fund investors going long on a stock) Short term on stuff like $CIFR or $CORZ drops were macro, so it’s an indiscriminate selloff across the board.
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高贝塔AI股因宏观恐慌错杀，基本面强劲者终将迎来价值回归。
我们正目睹高贝塔值AI股票板块的崩盘，部分个股在1个月内下跌30-45%+，今日再跌10%+。 这包括直接受益于“七巨头”资本支出的公司： - Nebius ($NBIS)：$META 30亿美元交易 / 80亿美元远期年度经常性收入(Forward ARR)。 - TeraWulf ($WULF)：Anthropic数据中心(<500亿美元) + 与$GOOGL的合资光纤网络(FS)。 - Iren ($IREN)：$MSFT 90亿美元高性能计算(HPC)。 - Cipher ($CIFR)：与$AMZN签署15年55亿美元合同。 这些公司在过去一个月里改善了基本面。 但市场仍在恐慌性抛售从$CRDO (-10.33% 1D)到$CIFR (-7.28% 1D)的股票，尽管它们拥有创纪录的远期收入增长。 这主要是由宏观担忧（政府停摆、12月降息、公司债利差等）和虚假（但微妙）的机构观点（如Burry关于GPU折旧的说法）驱动的，而非基于个股基本面。 这清洗了AI投机性板块（如能源股$OKLO，1个月跌37%）中的泡沫，但高利润率的增长型股票也受牵连。 我之前说过，这让我想起$HOOD从$65跌至$28后反弹至$150，或$ALAB在所有财报超预期后从$100跌至$50再反弹至$245。 当市场充满恐惧，尤其是像现在这样的“AI泡沫”恐慌时，股价有时会与基本面脱节。 但当远期增长能支撑市值预期时，这只是时间和执行力的问题。
英文原文
We're seeing a sector crash in high-beta AI stocks, with names down 30-45%+ in 1M & 10%+ today. This includes direct beneficiaries of Mag7 Capex : - Nebius ( $NBIS ): $3B $META deal / $8B forward ARR. - TeraWulf ( $WULF ): <$50B Antrophic DC + JV FS/ $GOOGL - Iren ( $IREN ): $9B $MSFT HPC - Cipher ( $CIFR ): 15Y $5.5 billion w/ $AMZN. that improved their fundamentals in this past month alone. But markets are still panic selling names from $CRDO (-10.33% 1D) to $CIFR (-7.28% 1D) despite record forward revenue growth. This is driven over fears from macro (shutdown, Dec rate cut, corporate bond spreads, etc) and false (but nuanced) institutional claims eg. Burry on GPU depreciation, rather than individual fundamentals. This wipes away froth from the speculative parts of the AI sector such as $OKLO (energy, -37% 1M), but higher-margin growth names get caught together with it. I've said this before, but this reminds me of the time $HOOD sold off to $28 from $65 then pulled off a rally to $150. Or when $ALAB sold off from $100 to $50 off all earnings beats, then rallied to $245. Sometimes stock prices get detached from fundamentals when there’s fear in the markets, especially with “AI bubble” fears like what's happening now. But when the forward growth backs up any market cap projections, it’s just a matter of time and execution.
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AI板块遭无差别抛售，基本面改善的个股如NBIS现买入机会。
这是多种因素的混合影响： - 对高贝塔值(High-Beta) + AI 股票的无差别抛售 - 政府停摆延长 - 12 月降息概率 - 因折旧会计处理增加的做空头寸 一些像 $NBIS 这样的股票尽管创下历史新高盈利且基本面积极，仍受板块抛售影响。 另一些像 $CRWV 的股票因延迟导致远期盈利不及预期，其短期表现更易于理解。 总体而言，来自像 $CIFR（与 AWS 合作）和 $WULF（与 Anthropic 合作，今日宣布 500 亿美元建设计划）等 Neoclouds 公司的财报(ER)和更新非常积极。 如果像 NEbius 这样的股票在基本面改善的情况下被抛售，那就是买入机会。
英文原文
It's a mix of: - indiscriminate selling of high-beta + AI stocks - government shutdown extensions - rate cut December odds - increased shorts from depreciation accounting Some like $NBIS were affected by sector selloff despite record high earnings and positives to fundamentals. Others like $CRWV were more understandable near term from forward earnings miss from delays. Generally ER and updates were very positive from Neoclouds like $CIFR with AWS and $WULF with Antrophic's $50B buildout today. If stocks like NEbius get sold off despite improving fundamentals, it's a buying opportunity.
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成长股因宏观利空广泛抛售，$PYPL 作为价值股相对独立。
这是成长型/高贝塔股的广泛抛售。$PYPL 是一只价值投资类型的股票。例如： 1个月： $CRCL -36.04% $ALAB -21.4% $HIMS -28.34% $RKLB -23.07% $SMCI -30.77% $SG -27.9% $ETH -19.03% $BTC -11.86% _ 新云/矿企 1周： $CIFR -27.64% $IREN -26.7% $BITF -22.9% $CLSK -20.89% $NBIS -20.23% $WULF -15.09% 这不仅仅是单只股票的问题。这是在鲍威尔关于12月降息+政府长期停摆的言论之后发生的。
英文原文
It's a broader sell-off on growth/higher beta. $PYPL is a value investing type stock. eg: 1 Month: $CRCL -36.04% $ALAB -21.4% $HIMS -28.34% $RKLB -23.07% $SMCI -30.77% $SG -27.9% $ETH -19.03% $BTC -11.86% _ Neoclouds/Miners 1 Week: $CIFR -27.64% $IREN -26.7% $BITF -22.9% $CLSK -20.89% $NBIS -20.23% $WULF -15.09% It's not just a single stock. This was after Powell's comments about Dec rate cut + extended gov shutdown.
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卖出低贝塔股，重仓超卖的新云板块及多只AI相关个股。
@soulbiri1 现在对 $NBIS 的敞口超过 200 万美元，在低于 96 美元时大幅加仓。在 53.8 美元重新买入 $IREN，17.3 美元买入 $CIFR，并首次建仓 $CORZ - 16.3 美元，$SMCI - 38 美元的中期头寸。整个板块被极度超卖，简直可笑。今天卖出了我的低贝塔（Low-Beta）股票，以便重仓回归新云（Neoclouds）领域。
英文原文
@soulbiri1 $2M+ in $NBIS exposure now, added super heavily at <$96. Rebought $IREN at $53.8, $CIFR at $17.3 and initiating $CORZ - $16.3, $SMCI - $38 mid term positions. The whole sector is hilariously oversold. Sold off my low-beta stocks today to position heavily back into Neoclouds.
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Nebius核心业务被低估，现有业务按计划推进即利好。
很多人仍不理解 $NBIS 的未来营收，Nebius 量化并确认像 $WULF 这样的财务数据，而 FinX 正基于其现有核心业务进行投机，这本身就足以成为下一次财报的催化剂。鉴于 $NBIS 已从高点下跌约 20%，且市场低估了其基于现有净资产/资产的核心业务价值。如果宣布像 $CIFR 那样的大合同我会感到惊讶，所以这不在此预期内。我更关注执行层面，如利润率等，在看到他们关于 MSFT 的白皮书和建设/时间表后。如果仅凭现有业务就能按计划推进，那将是极其积极的信号。
英文原文
So a lot of people still don't understand $NBIS forward revenue, so having Nebius quantify and confirm financial data like $WULF that FinX are speculating with their existing core business would already be enough of momentum for next earnings. Since Nebius has already dropped ~20% from highs and markets are undervaluing $NBIS's core business with their existing NAV/assets. I'd be surprised if they announced another large contract like $CIFR so it's not expected. I'm more interested in execution, such as margins, etc. after seeing their whitepaper and buildout/timeline for MSFT. If things are on track with just their existing business, should be extremely positive. https://t.co/2x4vlVv6RU
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新云财报解读及反驳伯里GPU贬值论，强调新云逻辑强劲。
今日新云(Neocloud)财报 + 为何迈克尔·伯里(Michael Burry)错了： $WULF - 财报超预期(ER)表现积极，来自520兆瓦(HPC)算力的高性能计算(HPC)容量总合同价值(TCV)达170亿美元。 在德州成立240兆瓦合资企业(JV)用于数据中心(DC)扩张 + 50亿美元融资。 不像$CIFR与AWS的财报超预期那样特别，只是确认（如交易融资）和站点开发。 $CRWV - 因第四季度远期收入较低，财报超预期表现短期看空。 556亿美元积压订单（其中224亿美元来自OpenAI）。小幅盈利超预期13.6亿 vs 12.9亿（同比129%），EBITDA利润率（61%）。 股价因数据中心延迟下跌，这损害了2025财年（50.5-51.5亿 vs 共识52.9亿）。运营利润率下调，正如我预测的那样，因为债务融资产生的利息（~10亿+利息/年）侵蚀了利润率，而其他新云没有同样的问题。 话虽如此，这是一次性问题，鉴于市场是前瞻性的，我们可能会看到任何抛售在下个季度后被买回。 _ 至于迈克尔·伯里关于GPU贬值的争论：他完全错了，但在低估这一点上部分正确。 他的普遍主张：芯片在2-3年产品周期上的资本支出(Capex)不应导致使用寿命的延长 -> 在谷歌的案例中，他们7年前的TPU正以100%的利用率运行。重复一遍，是7年前。 Amin Vahdat表示，谷歌目前生产中有七代TPU硬件，且“七到八年前的TPU拥有100%的利用率”。 “谷歌称TPU需求超过供应，声称8年前的硬件迭代‘100%利用率’” - 数据中心动态 -> 在英伟达(Nvidia)的案例中，A100（PCIe和SXM4变体）仍在运行。它们于2020年推出。现在是2025年。旧型号保持其价值并仍然提供收益。它们不会仅仅因为是补充新模型的附加组件就被核销。 英伟达的A100可以划分为隔离实例以最大化利用率，旧一代加速器仍用于推理或低优先级任务进行货币化，而不是像他所声称的那样被核销。它们实际上具有残值，5年后仍能高价转售。 他在保质期问题上完全错了，但在某些超大规模云服务商如何拉伸利用率概念以证明激进资本支出方面可能是正确的。 这是一个微妙的论点，但新云逻辑依然完好且比以往任何时候都更强。
英文原文
Neocloud Earnings Today + Why Michael Burry is Wrong: $WULF - ER was positive, $17B TCV from 520 MW HPC capacity. 240 MW JV in Texas for DC expansion + $5B financing. Nothing special like $CIFR ER with AWS, just conf (eg. deal finances) and site dev. $CRWV - ER was bearish near term due to lower forward revenue Q4. $55.6B backlog ($22.4B from OpenAI). Slight earnings beat 1.36B vs. 1.29B (129% Y/Y), EBITDA margins (61%). Stock dropped on datacenter delay, this hurts FY 2025 (505-5.15B vs. 5.29B consensus). Operating margins was lowered, which I predicted due to debt financing with interest (~1B+ interest/year) that cuts into margins, while other Neoclouds don't have that same issue. That being said this was a one-off issue, and we'll likely see any sell-off bought back after next quarter since markets are forward looking. _ As for Michael Burry arguing on GPU deprecation: he's completely wrong, but partially right about understating it. His general claim: capex of chips on a 2-3 yr product cycle should not result in the extension of useful lives -> in Google's case, their TPUs from 7 years ago are being run at 100% utilization lol. Repeat 7 years ago. Amin Vahdat, said that Google currently has seven generations of its TPU hardware in production, and that the “seven- and eight-year-old TPUs have 100 % utilization.” "Google says TPU demand is outstripping supply, claims 8yr old hardware iterations have “100% utilization” -Data Center Dynamics -> in Nvidia's case A100 (PCIe and SXM4 variants), are still in operation. They were launched in 2020. It's 2025 now. Older models keep their value and still deliver equity. They don't just get nuked since it's an add-on to compliment newer models. Nvidia’s A100 can be partitioned into isolated instances to maximize utilization, and older-gen accelerators are still monetized for inference or lower-prio tasks rather than getting nuked as what he claims. They actually have residual value and still re-sale for a lot 5 years later. He's completely wrong here on shelf-life, but might be correct in how some hyperscalers stretch the idea of utilization to justify aggressive capex. It's a nuanced argument but Neocloud thesis remains in tact and stronger than ever.
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宏观利好预期下，建议布局基本面稳健的高Beta成长股。
网上有很多只发标题党的帖子。 我通常尝试在标题之上连接线索，并补充“为什么”（因为它能推动市场）。 关于新宏观环境的TLDR（对$NBIS、$IREN等高Beta股看涨）： 1⃣ 结束政府停摆的协议正在成型 - Axios（政府停摆可能在~5天内结束） 评论：过去一两个小时内，事件合约赔率从27%跳升至54%。我们正在定价近期解决。 • 政府支出恢复后，流动性回流。 • 市场重新定价更高的GDP增长。 • 消费者支出立即回升。 • 不确定性消退（市场讨厌不确定性）。 结果 → 预期当风险偏好回归时，高Beta和周期性股票表现良好。 2️⃣ 向美国纳税人提议$2,000“关税红利” 评论：感觉像是COVID刺激的迷你版。那些存款引发了零售支出的最快跳跃，人们用那笔钱购买从比特币到英雄联盟皮肤的一切。但这至少来自关税。 • 对资产有利：更多资金流入经济。 • 可能导致通胀：需求压力增加，美联储后期可能反击。 • 短期：对风险资产和成长股极度积极。中长期：可能因通胀和美联储收紧而适得其反。 • 此类举措通常旨在短期内点燃市场，利好任何高成长标的。 结果 → 预期在正式重开前抢跑，并在确认后飙升。 你可以看到像$ETH这样的资产因上述两者的结合开始从$3300->$3500恢复，作为一个例子。 再次强调，我预期了像#2这样的情况，仅仅是因为明年中期选举临近。执政党如果市场表现良好通常会连任（所以我预期像#2 + 施压美联储降息，所以市场上涨）。 当然，这只是新消息+猜测，鉴于决策的波动性，不一定是事实lol。但总体上关注那些回调但基本面仍在增长的股票，例如$NBIS、$RDDT、$ALAB等。
英文原文
Lot of headline-only posters out there. I usually try to connect the dots on top of the headlines and fill in the why (it moves markets). TLDR on the new macro setup (bullish for high-beta names like $NBIS, $IREN, etc): 1⃣ DEAL TO END GOVERNMENT SHUTDOWN TAKES SHAPE - Axios (Government shutdown likely ending within ~5 days) Commentary: Event-contract odds jumped from 27% → 54% in the past hour or two. We're pricing in a near-term resolution. • Liquidity flows back once government spending resumes. • Market reprices GDP growth higher. • Consumer spending picks up immediately. • Uncertainty fades (markets hate uncertainty). Result → Expect high-beta and cyclicals to do well when risk appetite comes back. 2️⃣ $2,000 “tariff dividend” proposal to American taxpayers Commentary: Feels like a mini-version of the COVID stimulus. Those deposits triggered the fastest jumps in retail spending, people were buying everything from Bitcoin to League Skins with that. But at least this came from tariffs. • Great for assets: more money flowing into the economy. • Might lead to inflation: more demand pressure, potential Fed pushback later. • Short-term: Extremely positive for risk assets and growth names. Mid to long-term: Could backfire with inflation and the Fed tightens. • Usually moves like this aim to ignite markets in the near term, good for anything heavy growth. Result → Expect frontrunning before the official reopening and a spike once it’s confirmed. You can kinda see stuff like $ETH start its recovery from the combination of the two above $3300->$3500 as an example. Again I expected things like #2, just due to midterms coming up next year. The party in power usually gets re-elected if markets seem to be doing well (so I'd expect stuff like #2 + fed pressured rate cuts, so markets go up). Of course this is just new news + speculation, not facts for sure given how volatile decisions are made lol. But generally focus on stocks that corrected but still have growing fundamentals eg. $NBIS, $RDDT, $ALAB, etc.
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高贝塔股大幅回调，建议基本面完好者逢低布局。
全面的回调简直令人作呕。 高贝塔值成长股过去5天的表现： • $SMCI -26.11% • $RKLB -19.85% • $CRCL -19.81% • $NBIS -19.14% • $WYFI -18.55% • $ALAB -16.64% • $CRDO -16.8% • $HOOD -14.36% • $ASTS -14.09% • $IREN -13.22% • $AMD -11.63% • $CIFR -10.05% • $RDDT -9.00% 像 $RGTI (-27.33%)、$QBUT (-25.5%)、$QBTS (-25.43%)、$OKLO (-17.04%) 等没有收入的投机性股票，普遍出现了更大的回调。 当政府重新开放时，我预计许多投机性名称将继续下跌，而基本面完好无损的公司（例如 $CIFR、$NBIS、$TSM、$HOOD、$RDDT）将会恢复。 当前合约市场数据： 11月12日-15日：22% 11月15日：49%（下周某时约有一半几率） 11月30日：92% 在市场极度恐慌且下月第三次降息概率超过75%时，利用大幅回调布局高贝塔值股票（如果基本面完好）是绝佳时机。 像这样的大规模抛售也说明了为什么你不应该做剩余期限<30天的短期期权，即使你对 $SNAP 或 $CIFR 的财报判断正确。
英文原文
Pretty disgusting correction across the board. Last 5 days for high-beta growth stocks: • $SMCI -26.11% • $RKLB -19.85% • $CRCL -19.81% • $NBIS -19.14% • $WYFI -18.55% • $ALAB -16.64% • $CRDO -16.8% • $HOOD -14.36% • $ASTS -14.09% • $IREN -13.22% • $AMD -11.63% • $CIFR -10.05% • $RDDT -9.00% Speculative no revenue stocks like ( $RGTI -27.33%, $QBUT -25.5%, $QBTS -25.43%, $OKLO -17.04% etc), had larger corrections across the board. When the government reopens, I’d expect many of the speculative names to stay down, while companies where fundamentals are in tact (eg. $CIFR, $NBIS, $TSM, $HOOD, $RDDT) would recover. Current Contract Market data: Nov 12th-15th: 22% Nov 15th: 49% (~half chance sometime in the next week) Nov 30th: 92% Great time to position into higher-beta stocks during large corrections, (if fundamentals are in-tact), especially when we're in the extreme-fear part of markets and there's 75%+ of a third rate cut next month. Broad selloffs like these are also why you don't do short dated options <30dte, even if you are correct on earnings like $SNAP or $CIFR.
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基本面强劲支撑AI板块，短期回调因宏观因素，建议逢低加仓。
忽略噪音，持有仓位或在市场赢家身上加仓。 你拥有： - 来自 $NBIS、$IREN、$CIFR 等新型云服务商(Neoclouds)的惊人远期营收增长 - 来自 $META 到 $MSFT 等七巨头(Mag7)财报创纪录的高资本支出(CapEX)预期 - 来自 $TSM 等半导体公司创纪录的高远期营收预期+利润率增长 如果基本面完好，像“AI派对结束了”这样的新闻头条就是胡扯。 随着政府停摆结束，我们很可能会看到重大复苏。 这很可能是一次短期回调，定价了诸如没有第三次降息（概率从86%降至70%，但仍有可能）+ 政府停摆延长至16日之后（合约市场显示53%的概率，两天前为30%）等因素。
英文原文
Ignore the noise and hold positions/add in market winners. You have: - Insane forward revenue growth from Neoclouds like $NBIS, $IREN, $CIFR - Record high CapEX projections from Mag7 earnings like $META to $MSFT - Record high forward revenue projections + margin growth from semiconductors like $TSM. If fundamentals are in tact, news headlines like "The AI Party is Over" is BS. We'll likely see a major recovery when government shutdown ends. This is likely a short-term correction pricing in a few things such as no third rate cut (86% -> 70%, still likely) + government shutdown extending past the 16th (53% chance, 30% chance 2 days ago) per contract markets.
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分析CRWV收购失败及高息债务劣势，对比NBIS优势并指出政府合同潜力。
对于 $CRWV 而言，问题在于其收购 $CORZ 未能获批。Core Scientific 本应比那 90 亿美元的收购价带来更大价值。若能在其现有合同基础上，通过收购为全栈模型（Full Stack Model）增加更多 GW 级算力，将是极度看涨（omega bullish）的利好。 Coreweave 每年还有超过 10 亿美元的利息债务，这对自由现金流（FCF）和利润率造成了极大拖累（相比之下，$NBIS、$CIFR、$IREN 使用的是可转换票据）。 $NBIS 已经实现了 $CRWV 的全栈垂直整合，但拥有更高的利用率、更好的编排/性能（根据其白皮书）、无巨额债务利息以及高积压订单，因此市场看到了其他风险更低、上行空间更大的替代方案。 不过，如果 $CRWV 获得美国政府合同批准，那将是另一个巨大的看涨催化剂。但我们已经看到像与 $META 签订的 140 亿美元这样的大型合同积压订单，然而其债务利息确实荒谬。
英文原文
For $CRWV it was $CORZ acquisition failing to get approved. Core scientific would have delivered so much more value than that 9B price tag. Having more GW capacity added to their full stack model (on top of their existing contract with them), would have been omega bullish with the acquisition. Coreweave also has $1B+ in interest debt a year, which is an extremely big drag on FCF + margins (compared to $NBIS, $CIFR, $IREN with did convertible notes). $NBIS already achieved what $CRWV did with full-stack vertical integration, but higher utilization + better orchestration/performance (as per their whitepaper) + no massive interest on debt + high backlogs, so markets see other lower risk, higher upside, alternatives emerging. If $CRWV get approved for US Gov contracts though, that would be another huge catalyst upside. But we already have visibility into large contracted backlogs like $14B with $META but the debt interest is just ridiculous.
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感冒简评：META/NBIS错杀强买，警示IREN/ETH，宏观看多AI基建。
11月4日 - 个股分析 + 宏观 清仓抛售：$META • $NBIS • $IBIT 强烈买入：$RDDT • $RKLB • $WLAC • $CIFR • $LTC • $SOL • $CORZ 存储：南亚科 $2408，SK海力士 $HXSCL，美光 $MU 买入：$AMZN • $DELL • $SMCI • $ALAB • $CRDO • $TSM • $AMD • $FLNC • $TE 警示：$IREN • $ETH • $BMNR • $CRCL 量子计算：$IONQ • $RGTI • $QBTS 通常我会逐一列表，列出更多的买卖建议并解释每一个原因，但我感冒了。 所以今天只做极简版，懒得研究更多股票。喝着汤，只关注几只股票并给出更广泛的概述。（如果有人问，我会帮忙解释。） $META： 再次强烈、强烈、强烈建议在财报大跌15%+及盘后下跌时买入。 营收超预期。每股收益(EPS)超预期。远期盈利完好。 如果计入一次性税收，EPS为$7.25对$6.67，但显示为$1.05（大幅不及预期），导致算法立即抛售。随后的抛售中，机械性资金流通常会将价格推得更低，但趋势通常在1-2周内反转。 利用这一点。 像“Meta在AI上花费太多”这样的叙事可能是噪音。每家Mag7公司都在增加AI资本支出，除非你从云/ASIC角度争论，否则Meta并没有做任何异常的事。有时真正的原因更愚蠢，比如算法未能识别一次性税收的标准化。 当低贝塔值的Mag7因非实质性原因下跌16%+时，有很大的获利潜力。 警示类别摘要： 不是叫卖，只是给出公平警示，让人们自行决定。 量子计算：仍无收入证明价格飙升的合理性。某些数据中心股票，即使回调后，也有远期营收+自由现金流支撑估值。 $ETH：高于$3K不是强买入（自$4.8K以来立场相同）。 $BMNR：ETH国库策略；以溢价追踪ETH价格。除非有国有化潜力（如$MSTR），否则国库策略不好。 $CRCL：下个月有巨大、巨大、巨大的股份解禁。 $IREN：$MSFT合同在标题上看起来很棒（$9B+营收，超大规模云厂商交易），但实际上利润率很差。 交易不是纯托管；$IREN吸收了~$5.8B的GPU+辅助设备资本支出。 毛利率：最好只有30%出头，自由现金流盈利能力可能降至个位数。相比之下，$NBIS的交易结构更好（$11.6M/MW/yr vs $9.7M/MW/yr）。 交易验证了超大规模云厂商将与IREN签约（正面），但交易本身很糟糕。不是卖出，只是警示那些因标题而FOMO的人。 如果你想FOMO进什么，$CIFR（AWS合同）更有意义。 _ 宏观观点： 市场一直在抛售高贝塔值股票，可能只是正常回调。 逆风： 鲍威尔暗示第三次降息不确定 -> 重新定价。 政府停摆可能延长（短期逆风）。历史上，重新开放后回调会迅速反转。 事件市场定价11月14日为结束日期（还有9天）。 如果像$NBIS（-7.9%）这样拥有惊人远期营收支撑的名字没有实质性变化，大跌时是极好的买入机会。还有像$RDDT这样发布了好财报却跌了7%的股票，也是强烈的买入机会。 泡沫在美联储收紧时破裂。我们已经有了两次降息，还有一次很可能。不要跟随那个预测了过去1次崩溃中5000次的《富爸爸穷爸爸》家伙。 AI ≠ 泡沫 yet - 由Mag7财报、真实营收和利润支撑。但如果OpenAI继续在没有资金的情况下过度承诺合同，以后可能开始像泡沫（1-2年后的投影风险）。 摘要：随着降息后的宽松，市场可能趋势向上。 数据中心建设保持完整（Mag7财报显示巨大的AI资本支出）。 回调中保持强劲的板块：存储 • 能源 • 半导体 • 连接 • 新云 保持多头，在这些回调中建立仓位
英文原文
November 4th - Stock Analysis + Macro Fire Sale: $META • $NBIS • $IBIT Strong Buys: $RDDT • $RKLB • $WLAC • $CIFR • $LTC • $SOL • $CORZ Memory: Nanya $2408, SK Hynix $HXSCL, $MU Buy: $AMZN • $DELL • $SMCI • $ALAB • $CRDO • $TSM • $AMD • $FLNC • $TE Warnings: $IREN • $ETH • $BMNR • $CRCLQuantum: $IONQ • $RGTI • $QBTS Normally I'd go down the list, have more buy/sells, and talk about every single explanation but I caught a cold. So just doing an extremely light version today and didn’t feel like researching more stocks. Just focusing on a few with a broader overview while I drink some soup. (Will help explain if someone asks though.) $META: Once again, Strong, Strong, Strong Buy on the 15%+ earnings drop and post-ER drop. Beat on Revenue. Beat on EPS. Forward earnings intact. If you factor in one-time tax, EPS was $7.25 to $6.67, but it showed as $1.05 (huge miss), which led to algorithmic sell-offs immediately after. Following sell-offs, mechanical flows often push prices lower, but trends usually reverse in 1–2 weeks. Take advantage of this. Narratives like “Meta spending too much on AI” are likely noise. Every Mag7 company is increasing AI capex, Meta isn’t doing anything unusual unless you argue from a cloud/ASIC standpoint. Sometimes the real reason is dumber like algorithms not recognizing one-time tax normalization. Lot of profit potential when lower-beta Mag7 drops 16%+ on nothing material. Warnings Category TLDR: Not calling sells, just giving fair warnings so people can decide for themselves. Quantum: Still no revenue to justify price surges. Certain data center stocks, even after corrections, have forward revenue + FCF to back valuations. $ETH: Not a strong buy above $3K (same stance since $4.8K). $BMNR: ETH treasury play; tracks ETH price with a premium. Treasury plays aren’t good unless potential for nationalization (eg. $MSTR). $CRCL: Massive, massive, massive share unlock coming next month. $IREN: The $MSFT contract looks great in headlines ($9B+ revenue, Hyperscaler deal), but in reality, margins are poor. Deal isn’t pure colo; $IREN absorbs ~$5.8B capex in GPUs + ancillary equipment. Gross margins: low 30s at best, can drop to single-digit FCF profitability. By comparison, $NBIS had a structurally better deal ($11.6M/MW/yr vs $9.7M/MW/yr). The deal validated that hyperscalers will sign with IREN (positive), but the deal itself was terrible.Not a sell, just a warning for people FOMOing the headline. If you want to FOMO into something, $CIFR (AWS contract) makes more sense. _ Macro View: Markets have been selling off high-beta stocks, likely just a normal correction. Headwinds: Powell signaling a third rate cut isn’t certain -> repricing. Gov shutdown likely extends (short-term headwind). Historically, corrections reverse quickly after reopen. Event markets price Nov 14th as end date (9 days out). If there’s no material change for names like $NBIS (-7.9%), backed by insane forward revenue, great buy on the dip. Also stuff like $RDDT that posted great ER but dropped 7.% also strong buying opportunity. Bubbles pop under Fed tightening. We've had two rate cuts, and another still likely. Don’t follow the Rich Dad Poor Dad dude who predicted 5000 of the last 1 crashes. AI ≠ bubble yet - backed by Mag7 earnings, real revenue, and profits. But if OpenAI keeps over-promising contracts without funds, it could start resembling one later (projection risk 1–2 years out). TLDR: Markets likely trend higher as easing follows rate cuts. Data center buildout remains intact (Mag7 earnings show huge AI capex). Sectors that stay strong on corrections: Memory • Energy • Semi • Connectivity • Neoclouds Stay long and build positions on these dips
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对比CIFR与IREN，认为前者估值合理，后者合同条款差且利润率低。
对于 $CIFR，当前盈利无关紧要，市场定价基于远期盈利。乍看之下，除了通过 Fluidstack 现有的 $GOOGL 合作外，AWS 的交易看起来棒极了。因此其 20% 的涨幅实至名归。 另一方面，$IREN 的合同细看之下越来越糟。 营收不重要，重要的是该营收带来的自由现金流(FCF)/利润率，尤其是考虑到他们正在花费 58 亿美元购买 GPU。我看过一些保守情景测算，显示其年化营业利润仅约 9800 万美元/年，这真的太低了。 即便乐观估计，毛利率也在 30% 以下甚至 20% 出头，而非其他人引用的 90%+ 的高性能计算(HPC)板块。这才是规模化后的利润率现实。 $IREN 是在购买资产，而非人们一直声称的提供托管服务(colocation service)。 $NBIS 与微软(MSFT)的交易在标准化至 300MW 后，其盈利能力和毛利率远优于 $IREN。当然，我还需要花更多时间进行建模。
英文原文
For $CIFR, doesn't matter about current earnings, market prices in forward earnings. And at first glance AWS deal looks amazing on top of their existing $GOOGL deals through Fluidstack. So well deserving of their 20% bump. For $IREN on the other hand, the contract worse and worse when you examine it more. Revenue does not matter. FCF/margins from that revenue is what matters, especially since they're spending $5.8bn GPUs. I've seen some conservative-case calculations where they generate ~Annualized operating profit 98m+/year, which is really low. Even so optimistically, gross margins are in the <30s or even 20s, and not the 90%+ HPC segments that others are quoting. This is the reality of margins at scale. IREN is buying the asset, rather than the colocation service people kept claiming $IREN would do. $NBIS deal with MSFT was extremely better than IREN’s in terms of profitability and margins when normalized to 300 MW. But of course I need to spend more time on modeling.
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IREN/CIFR涨幅回吐，NBIS回调提供买入良机。
哇，$IREN 和 $CIFR 刚刚抹去了其涨幅。至少对于 $IREN 而言，我想市场已经提前计入了超大规模云服务商(hyperscaler)的合同预期。 不过 $CIFR 的 AWS 公告确实让所有人都大吃一惊。 $NBIS 随大盘下跌，但鉴于整个 Neocloud 行业因超大规模云服务商合同接连公布以及财报季(ERs)期间前景极为看涨，这 -5% 的回调买入机会极好。
英文原文
Wow $IREN and $CIFR just wiped out its gains. For $IREN at least, I guess the market was pricing in a hyperscaler contract already. $CIFR AWS announcement was a really big surprise to everyone though. $NBIS just dropped with the rest of the market but an extremely good -5% dip buy since the whole Neocloud industry is really bullish with hyperscaler contracts announced left and right + during ERs.
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Neocloud获微软AWS大额订单，算力需求旺盛，板块极度看涨。
Neocloud 名单已更新： $IREN - IREN 与微软达成 97 亿美元 GPU 云合同，包含 20% 预付款，将在五年内部署 NVIDIA GB300。 $CIFR - CIFR 与亚马逊云科技 (AWS) 达成 55 亿美元、15 年的租赁协议。 随着超大规模云服务商 (Hyperscalers) 的新合同涌入，Neocloud 板块变得极度看涨，这显示了对算力 (Compute) 的无限需求。 我在原始论点中预计 $ORCL、$META 和 $AMZN 会达成交易，看来 AWS 已与 $CIFR 入场，预计与其他 Neocloud 的交易也会接踵而至。$META 最近也与 $CRWV 签署了 140 亿美元的交易，从其不断扩大的 AI 资本支出 (Capex) 来看，我们可能会看到更多与 Neocloud 的交易。 这对整个板块来说都是极度看涨的。 我附上了我的个人梯队排名 (Tierlist) 供娱乐，但随着有更多时间分析交易和利润率，数据中心/矿工板块可能会迎来全面重评。
英文原文
The Neocloud List got updated: $IREN - IREN secured a $9.7B GPU cloud contract with Microsoft, including 20% upfront prepayment, to deploy NVIDIA GB300s over five years. $CIFR - CIFR secured a $5.5 billion, 15-year lease agreement with Amazon Web Services (AWS). The Neocloud sector just got insanely bullish with new contracts coming in from hyperscalers and this just shows insatiable demand for compute. I expected $ORCL, $META, and $AMZN to make deals in the original thesis and looks like AWS entered the fray with $CIFR, with likely more deals incoming with other Neoclouds. $META also signed a $14B deal with $CRWV recently and from their ER scaling AI Capex, we'll likely see other deals with Neoclouds. This is insanely bullish across the whole sector. I attached my personal tierlist for fun, but we'll likely see a re-ratings in data centers/miners across the board when there's more time to analyze deals and margins.
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推荐年末满仓MINT组合（META/IBIT/NBIS/TSM），利用错杀与高非对称回报。
只有四只股票： 🍬 MINT 拥有极其高、非对称的回报。 意味着低资本风险，高上行回报。 这仅适用于2025年11月和12月。 就是它... MINT 关于为何在2025年底满仓MINT的解释： M = $META I = $IBIT N = $NBIS T = $TSM 将这些神圣的成长型公司纳入你的投资组合，你可以让呼吸更清新，从而吸引Sydney Sweeney： Mag7。加密货币。AI数据中心。半导体。 $META - Meta ___________ 愚蠢的抛售。 营收超预期。每股收益超预期。强劲指引。 当你看到营收512.4亿美元（同比+26.25%），净利润27.1亿美元（同比-82.73%）时，纸面上看起来极其糟糕。 🟢 营收：512.4亿美元 vs. 预期494.1亿美元 剔除一次性税收影响 → 🟢 每股收益：7.25美元 vs. 预期6.67美元 包含一次性税收影响 → 🔴 每股收益：1.05美元 vs. 预期6.67美元 我猜测最初的抛售是由算法驱动的，随后由机械性资金流引起。许多高频交易(HFT)和新闻解析系统会对直接从数据源（彭博、路透等）拉取的头条每股收益数字做出反应。 如果报告的GAAP每股收益（1.05美元）与共识预期（6.67美元）并列显示，系统会将其标记为大幅不及预期。显然这是推测性的，但许多模型并未编程以归一化处理一次性税收费用（这是新的），也不会知道去查看实际超预期的调整后每股收益（7.25美元）。 现在新闻声称抛售是由于AI资本支出惊喜所致。如果接受这个说法，因“AI资本支出增加”而下跌15%+纯粹是叙事，毫无意义，因为$MSFT、$GOOGL、$AMZN、$TSLA以及每一个Mag7都在增加资本支出。 $META做同样的事却遭到抛售说不通，除非人们认为它只是进入一个没有投资回报的黑洞（市场不同意，因为AI基本上在推动$SPY）。 一旦周末有时间让人们消化实际发生的情况，恢复将是极强的买入机会。误读+愚蠢的叙事可能导致短期过度反应（1-2个交易日），通常会被逆转。 $IBIT - 比特币 ___________ 它是比特币。目前位于11万美元。 随着美国政府的支持，以及持续的货币通胀+资金流向新一代人，没有比BTC更好的通胀对冲工具了。 Polymarket仍然定价比特币在2个月内上涨40%至13万美元，即使它上涨几个百分点，你也可以在加密货币和底层资产上获得上行空间。 $NBIS - Nebius ___________ 核心业务估值：310-365亿美元 分部加总（现金、资产、投资组合）：~106亿美元（削减40% = ~63亿美元） 基准情景估值：~390亿美元 → 即使零增长也有高上行空间 核心业务有望在FY26-27实现~50亿美元年度经常性收入(ARR)，60-70%毛利率，30%息税折旧摊销前利润(EBITDA)目标。 通过再达成一个超大规模云厂商协议+SMB扩张，实现80-120亿美元ARR可能证明~1000亿美元估值合理。 无有毒债务，高GPU利用率，全栈架构 → 更高的经营杠杆。 你可以看我引用的要点比较，以便你对$NBIS vs $IREN做出自己的判断。 然而，我将始终维持$NBIS拥有包括$IREN到$CIFR在内的最高非对称回报，因为现有的超大规模云厂商协议、企业客户（Shopify, Accenture）、政府客户、1GW容量、来自全栈的高毛利率等。 这并不是说来自$WULF的Fluidstack + Google协议以及其他容量方面没有高上行空间。 Nebius的下行风险最低。而且它真的、真的有高上行空间。 $TSM ______________ 它是AI交易的中心。 他们已经指引利润率增加——这是天文数字般的。 营收：331亿美元 vs. 315亿美元预期。 每股收益：2.92美元 vs. 2.59美元预期。 指引：322-334亿美元 vs. 320亿美元预期。 他们超收了营收指引，利润率增加，他们印钱的速度真是天文数字。 财报前交易在305-310美元，现在回到300美元。 这是一家万亿+美元的公司，同比增长30%+且利润率提升——到底怎么回事。 我之前在$GOOGL 145美元和$HOOD 20美元时说过同样的话。他们印钱。 没必要辩论$ALAB vs $CRDO，$IREN vs $NBIS，$AMD vs $NVDA。 $TSM是整个AI建设周期的中心，所以这只是等待游戏。 _ 就是它$MINT。 享受歌曲的预告，有点炸。🎶
英文原文
There’s only Four stocks: 🍬 MINT That have ABSURDLY HIGH, asymmetrical return. Meaning Low Capital Risk. High Upside Return. This is only for Nov + Dec 2025. Here it is... MINT An explanation of why to full port MINT for end of year 2025: M = $META I = $IBIT N = $NBIS T = $TSM With these four holy growth companies in your portfolio, you can make your breath smell better so you can pull Sydney Sweeney: Mag7. Crypto. AI Data Center. Semiconductor. $META - Meta ___________ Stupid sell-off. Revenue Beat. EPS Beat. Strong guidance. It looks extremely bad on paper when you look at Revenue $51.24B (+26.25% Y/Y), Net income $2.71B (-82.73% Y/Y). 🟢 Revenue: $51.24B vs. est. $49.41B Without one-off tax → 🟢 EPS: $7.25 vs. est. $6.67 With one-off tax → 🔴 EPS: $1.05 vs. est. $6.67 My guess was the initial sell-off was algorithmically driven, then caused by mechanical flows. Many high-frequency trading (HFT) and news-parsing systems react to headline EPS numbers pulled directly from data feeds (Bloomberg, Reuters, etc.). If the reported GAAP EPS ($1.05) is printed alongside a consensus of $6.67, the system flags it as a massive miss. Obviously this is speculative, but many models aren't programmed to normalize for one-time tax charges (which is new) and won’t know to look at adjusted EPS ($7.25), which actually beat. Now news are claiming the sell-off was due to AI capex surprise. If we go with this, -15%+ on “AI capex spending increasing” is just pure narratives and means absolutely jack since $MSFT, $GOOGL, $AMZN, $TSLA, and every single Mag7 is increasing on capex. $META doing the same and selling off doesn’t make sense, unless people believe it’s just going into a black hole with no ROI (which markets disagree since AI is basically running $SPY). Extremely strong buy on recovery once there’s time over the weekend for people to digest what actually happened. Misreads + stupid narratives can cause short-term overreactions (1–2 sessions), often reversed. $IBIT - Bitcoin ___________ It’s Bitcoin.And sitting at $110k. Bitcoin is here to stay with US government support, and with all the ongoing currency inflation + flow of money going to newer generation, there’s no better hedge against inflation than BTC. Polymarket still prices Bitcoin 40% to $130k in 2 months’ time, even if it moves up a few percent you can have upside on CCs and upside on the underlying asset. $NBIS - Nebius ___________ Core business valuation: $31–36.5B Sum-of-parts (cash, assets, portfolio): ~$10.6B (slashed 40% = ~$6.3B) Base case valuation: ~$39B → high upside even with zero growth Core business on track for ~$5B ARR (FY26–27), 60–70% gross margins, and 30% EBITDA target. Hitting $8–12B ARR (via one more hyperscaler deal + SMB expansion) could justify ~$100B valuation. No toxic debt, high GPU utilization, full-stack architecture → higher operating leverage. You can look at the bullet point comparison that I quoted so you can make your own judgement on $NBIS vs $IREN for example. However, I’ll always maintain $NBIS has the highest asymmetrical return over anything including $IREN to $CIFR due to existing hyperscaler deals, enterprise clients (Shopify, Accenture), Government Clients, 1GW capacity, high gross margins from full-stack, and many others. That’s not saying there’s not high upside from $WULF from Fluidstack + Google deals, and others from capacity. The downside risk on Nebius is the lowest. And it has really, really high upside. $TSM ______________ It’s the CENTER. OF. THE. AI. TRADE. They’ve already guided INCREASING MARGINS - which is astronomical. Revenue: $33.1B vs. $31.5B est. Earnings per Share: $2.92 vs. $2.59 est. Guidance: $32.2B – $33.4B vs. $32.0B est. They’ve beat revenue guidance, increasing margins, and it’s just astronomical how much money they’re printing. It was trading at $305–310 pre-earnings, now back at $300. It’s a $1T+ company that grew 30%+ Y/Y with their margins — what the actual. I said this about the money printer $GOOGL back at $145 and $HOOD back at $20. They print money. There's no need to debate $ALAB vs $CRDO, $IREN vs $NBIS, $AMD vs $NVDA. $TSM the center of the whole AI buildout, so it’s just a waiting game. _ There is it $MINT. Enjoy a teaser of the song, kinda a banger. 🎶
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对比不同数据中心租赁期限对收入爬坡及长期竞争力的影响。
我删除了之前的评论，因为 X 平台有 Bug 导致时间线混乱： 简而言之： $APLD 建设具有显著电力容量的数据中心，然后将基础设施租赁给客户。目前有 $110 亿的 $APLD 和 $CRWV 针对 Ellendale 园区的 15 年租赁协议。 Polaris Forge 2 约为 200+ MW，合同价值 $50 亿。从交易者视角来看，我不太看好较长的合同期限（例如 $CIFR | $WULF 的 10 年），相比 $NBIS | $MSFT 的 5 年合同，因为前者收入爬坡较慢且成本存在变数。但这并非真正的利空，因为如果你投资的是 1 年周期，你会希望收入爬坡尽可能快。 但如果看 FluidStack $WULF 的 15 年合同协议，它为公司在长期内提供了更多保障；反之，如果像 $MSFT 这样的超大规模云厂商最终自建容量和定制 ASIC，那么一些 Neocloud 公司在 4 年后可能会陷入困境。
英文原文
I'm deleting my earlier comment to this since X is bugged and it's messing up my timeline: But TLDR from before: $APLD builds data-centers with significant power capacity and then lease that infrastructure to customers. So there's the $11B $APLD, $CRWV lease right now over 15 years for Ellendale campus. Then there's Polaris Forge 2 is ~200+ MW with a $5B contract. Not much of a fan of longer contract terms (eg. 10 Years $CIFR | $WULF), vs. 5 Year $NBIS | $MSFT, since slower revenue ramp and changes of costs, but this is coming from a trader's perspecitve. Not as an actual negative when I talk about longer contract terms since if you’re investing for 1Y timeframe, you’d want the fastest revenue ramp possible. But if you look at fluidstack $WULF contract agreements eg. 15 years it provides a lot more guarantees for a company over time, vs. if hyperscalers like $MSFT end up building out their own capacity and custom ASICs then some Neoclouds might be in trouble after 4Y
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分析AI基建公司融资方式、股权稀释风险及现金流依赖。
你说得对，低市值（MC）公司的风险比人们预期的要大，我会在下一篇帖子中指出其中的权衡取舍。 即使是市值较大的公司也会稀释股权，但稀释结构极其重要，就像 $CIFR 和 $NBIS 发行可转换债券（convertibles）那样。 有些公司主要通过资本支出（capex）进行融资，比如 $CORZ，但大多数公司（如 $NBIS）的目标是通过 $MSFT 的交易产生的自由现金流（fcf）来为资本支出融资。只是在初始建设阶段，像 $SLNH 这样的公司需要弄清楚如何为项目管道或 GPU 收购获取资金。
英文原文
You’re right there’s a lot more risk involved than people expect for lower MC ones and I’ll point off the tradeoffs in the next post. Even bigger ones dilute but dilution structure is extremely important like how $CIFR, $NBIS did convertibles. Some fund through primarily through capex like $CORZ, but the goal is for most like $NBIS to fund capex through fcf with the $MSFT deal. Just in initial buildout like $SLNH they need to figure out how to get funding for pipelines or GPU acquisitions.
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看好WULF和CIFR因谷歌合同带来的高非对称回报潜力。
是的，我一直坚持认为这并非赢家通吃（GCP、Azure、AWS）。 $WULF 和 $CIFR 是两只我认为相比其他矿企具有更高非对称回报潜力的股票，主要得益于其与 $GOOGl（Mag7 成员）的合同可见性。 然而，令人沮丧的现实是，并非每一个高性能计算(HPC)矿企转型都能成功，因为难度极大。但部分企业会成功，市场也会对此进行定价。
英文原文
Yep, I’ve always maintained it’s not winner takes all (GCP, Azure, AWS). $WULF and $CIFR are the two I’d argue that has higher asymmetrical return compared to other miners just due to Mag7 contract visibility with $GOOGl. However, the sad reality of the situation is not every single HPC miner pivot will be successful, because it’s extremely hard. But some will be and the market will price that in
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AI矿工股将分化，新云厂商言论显著影响市场定价。
这几乎适用于所有矿工，而不仅仅是 $IREN 和 $CIFR 这两只股票。话虽如此，我们很可能会看到资金向表现优异的个股（如 $WULF 或 $NBIS）集中，而不是所有股票同涨同跌。这就像当 $NVDA CEO 发表关于量子计算的评论后，所有量子概念股下跌了 45%。来自领先的新云厂商（Neoclouds）关于利润率与裸金属（bare metal）等话题的评论，确实会对市场如何定价产生实质性影响。
英文原文
This is almost every single miner across the board, not just two stocks $IREN and $CIFR. That being said it’s likely we’ll see people consolidate into individual performers that do well (eg. $WULF or $NBIS) rather than everything go up and down together. Also it’s like when $NVDA CEO made a comment about quantum and all quantum stocks went down 45%. Commentary about stuff like margins vs. bare metal do have material impacts on how markets price things in when it comes from the leading Neoclouds
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指出AI云与挖矿股出现早期分化，市场开始定价利润率差异。
当你提到6个月、12个月、3年时，你误解了帖子的细微差别。 帖子的要点是，我们现在看到通常同步交易的股票以及$NBIS等低贝塔股票开始出现早期分化。 本周：$NBIS: +7.25% | $CIFR: -7.15% $RIOT: -11.5% $BITF: -19.92% $CLSK: -11.63% $IREN: -5.54% $BTBT: -11.51%。 这仅仅是对分化的观察。我想指出，市场可能开始计入利润率差异。 当新云(Neocloud)领导者发布关于全栈利润率(full-stack margins)的此类帖子时，市场会有反应。
英文原文
You're misunderstanding the nuance of the post when you say 6 months, 12 months, 3 years. The point of the post was that we're now seeing early divergence of the names that usually trade in sync + $NBIS and others that trade lower beta. This week: $NBIS: +7.25% | $CIFR: -7.15% $RIOT: -11.5% $BITF: -19.92% $CLSK: -11.63% $IREN: -5.54% $BTBT: -11.51%. This is just an observation from about the divergence. And I wanted to point out that it's likely margin differences that the market's starting to price in. When the Neocloud leaders make posts about full-stack margins like these, markets react.
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指出AI相关股票与矿企间因利润率差异产生的早期表现分化。
我并非声称一周就能定义趋势，而是指出我们正看到早期的分化迹象：这些通常同步交易的标的，以及 $NBIS 等低贝塔(low beta)标的表现出现背离。如果你读过我提到的帖子，其中涉及 $WYFI、$APLD、$WULF、$CIFR、$BITF、$CLSK 以及广义上的“矿企(Miners)”，我并非指向某一只特定股票。这仅仅是对表现分化的一种观察。这大概是因为市场开始定价利润率差异所致。你可以自由表示不同意，这很公平。
英文原文
I’m not claiming one week defines a trend, I’m pointing out that we're seeing early divergence where these names usually trade in sync + $NBIS and others trade lower beta. If you read the post I mentioned $WYFI, $APLD, $WULF, $CIFR, $BITF, $CLSK and "Miners" in general I'm not pointing to one specific name. This is just an observation from about the divergence in performance. And it's probably due to margin differences that the market's starting to price in. You're free to disagree and that's fair.
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HPC矿企表现分化，资金从传统矿企转向新云，IREN相对抗跌。
这不仅仅是关于 $IREN，而是关乎高性能计算(HPC)矿企。如果非要比较，$IREN 的表现可能更为出色，尤其是与 $CLSK、$BITF 等其他公司相比。 例如： $NBIS: +7.25% $CIFR: -7.15% $RIOT: -11.5% $BITF: -19.92% $CLSK: -11.63% $IREN: -5.54% $BTBT: -11.51% 再次强调，这可能与比特币价格的多重因素有关。但最近很明显，它们之间出现了分化，而通常情况下它们会同向波动（如 $NBIS、$CRWV 具有较低的贝塔值）。 我会将叙事重心的变化——从利润率转向产能——作为矿企抛售以及资金整合进某些新云(Neoclouds)的原因之一。
英文原文
This isn't just about $IREN, it's around HPC miners. If anything IREN is probably one of the more exceptional performers, especially vs. $CLSK, $BITF, and others. EG. $NBIS: +7.25% _ $CIFR: -7.15% $RIOT: -11.5% $BITF: -19.92% $CLSK: -11.63% $IREN: -5.54% $BTBT: -11.51% Again, it's probably multi-faceted around Bitcoin prices. But it's pretty apparent as of recently, there's been divergence when normally they would move together (with $NBIS, $CRWV) lower beta. And I'd cite narrative changes around margins vs. capacity being a part of miner sell-off and consolidation into certain Neoclouds.
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看好全栈新云$NBIS利润率优势，减持矿工股。
市场开始定价： 像 $NBIS 这样的 AWS 式全栈新云（Neocloud）与 $CIFR、$BITF、$CLSK 等矿工之间的分化。 这就是我卖出 $IREN、$WULF 等并集中持仓 Nebius 的原因。 为什么？ 💹 利润率 > ⚡️ 产能。 就在今天： Nebius 的 CTO 表示： “市场上几乎没有真正的‘新云’。所谓的新云不过是一堆裸金属服务器，上面堆砌了大量第三方软件。” 耸人听闻？完全不是——如果你认真对待“云”这个概念，而不仅仅是堆砌硬件盒子。 Danila 解释了裸金属运营商很快就会发现 Nebius 已经在大规模层面解决的那些挑战。 这正是我指出 $NBIS 拥有最高非对称上行潜力的原因，因为矿工在规模化时可能会在利润率上挣扎。 我们还看到 Nebius 联合创始人 Roman Chernin 在《福布斯》的文章中总结，AI 经济需要一种新的、全栈的、AI 原生基础设施，而不是拼凑起来的系统： “你可以从一个供应商购买机架，将它们连接起来……但从长远来看，经济性、灵活性和速度取决于你是否控制自己的全栈。” “如果你控制全栈，你就控制产品、性能和经济效益。” _ 这并不意味着像 $WYFI、$APLD、$WULF 等其他高性能计算（HPC）公司没有增长空间，新云板块才刚刚开始上涨（尤其是当我们看到 $META 或 $AMZN 的财报时）。 然而，在投机阶段，我们已经为矿工的产能建设定价——大多数已经上涨了 50–200%+。 但谈到执行层面，那些控制全栈的人将在利润率上获胜。 我们看到 $CRWV 亲自体会到了这一点，花费数十亿美元进行软件收购，利用率仍低于 $NBIS（根据白皮书）。 我们也看到一家市值 8000 亿美元的超大规模云厂商（Oracle）未能建立其全栈，毛利率仅为 14%。 如果 Oracle 都无法完全整合其软件，CoreWeave 仍在花费数年时间尝试这样做，小型矿工如何转型？ “仅 Type-1”运营商的论点将艰难地发现规模化时的利润率压缩是什么样子的。 正如《福布斯》文章总结： “归根结底，如果你只是连接盒子或在无法控制的基础设施上构建服务，你在规模和效率的游戏里将受到限制。” $NBIS 今天就已经拥有全栈。
英文原文
Markets are starting to price in: A divergence between AWS-style full-stack Neoclouds like $NBIS and miners such as $CIFR, $BITF, $CLSK, and others. This is the reason I sold off $IREN $WULF and others, and consolidated into Nebius. Why? 💹 Margins > ⚡️Capacity. Just today: The CTO of Nebius stated: “Almost no Neocloud in the market is actually a cloud. As in a bunch of baremetal with a ton of third-party software slapped on top.” Provocative? Absolutely not — if you take the term “cloud” seriously, not just as slapping on a bunch of hardware boxes. Danila explained how baremetal operators will soon discover the challenges Nebius has already solved at scale. And that’s exactly why I stated $NBIS has the highest asymmetrical upside, since miners may struggle with margins at scale. We’ve also seen a Forbes article by Nebius Co-Founder Roman Chernin, summarize how the AI economy requires a new, full-stack, AI-native infrastructure, not the stitched-together systems: “You can buy racks from one supplier, cable them together... but in the long term, economics, flexibility and speed depend on you controlling your own stack.” “If you control the stack, you control the product, the performance, and the economics.” _ This doesn’t mean there’s no room for other HPC companies like $WYFI, $APLD, $WULF, and others to grow, and the Neocloud segment is just beginning its run-up (especially when we look at $META or $AMZN earnings). However, during the speculation phase, we’ve already priced in capacity buildout with miners - most are already up 50–200%+. But when it comes to execution, those who control the full stack will win on margins. We’ve seen $CRWV figure that out firsthand, spending billions on software acquisitions and still maintaining lower utilization than $NBIS (as per the whitepaper). We’ve also seen how an $800B hyperscaler (Oracle) failed to build out its stack, running at 14% gross margins. If Oracle couldn’t fully integrate its software, and CoreWeave is still spending years trying to do so, how will small miners pivot? Arguments from “Type-1 only” operators will find out the hard way what margin compression at scale looks like. As the Forbes article concludes: “At the end of the day, if you’re just cabling the boxes or building service on top of infrastructure you don’t control, you’re limited in the game of scale and efficiency.” $NBIS already has that full stack today.
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点评GLXY等标的表现，IREN遭降级，CIFR与CRWV表现良好。
@mikelfilko 是的，$GLXY、$NBIS 和 $WLAC 是一组不错的标的。我认为只有 $IREN 的投资者对今天的双重降级感到有些意外，但其余标的表现良好，例如 $CIFR 获得升级，$CRWV 获得美国政府合同。
英文原文
@mikelfilko Yeah $GLXY, $NBIS, and $WLAC are a good bunch. I think only $IREN investors were in a bit of a surprise with the double downgrade today but the rest are performing well like $CIFR got upgraded and $CRWV US gov contracts.
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宏观视角下，利用年底季节性、降息预期及机构资金流向，激进配置新云与AI赢家股。
宏观分析： 关注领域：资金流向 · 代理指标 · 季节性 · 仓位配置 布局： _ 新云(Neocloud)：$NBIS · $IREN · $CIFR · $DGXX 连接性(Connectivity)：$ALAB · $CRDO · $CLS 机器人(Robotics)：$KRKNF · $ONDS · $RR 国家安全(National Security)：$RKLB · $MP · $KTOS · $CCCX 能源(Energy)：$FLNC · $EOSE · $TE · $SEI 半导体(Semi)：$TSM · $AMD · $NVDA · $MU _ 第一部分 - 机构资金流向 进入10-11月，对冲基金卖出表现不佳的股票以锁定税务亏损并重新平衡仓位。 这造成了由税务亏损收割(tax-loss harvesting)带来的机械性下行压力，即轮动年内亏损股并轮动至赢家股。一旦这种抛售结束且洗售(wash sale)窗口期过期，机构和量化基金通常在12月中下旬或1月初回购这些超跌股。 上述布局展示了所有年内上涨的股票，通常你希望在年底通过收割亏损股并加仓赢家股来激进配置。 像$SNAP、$ETOR、$DRFT等可能在基本面被低估的股票，很大程度上受机构仓位配置影响。除非你想等待2-3个月并在此期间积累筹码（这也是有效策略），否则顺势而为更好。 第二部分 - 代理指标(Proxies) 新云 - 我们看到了$META与$CRWV的交易，$WULF与$GOOGL及Fluidstack的合资企业，$MSFT对OpenAI的计算需求增加等，这对整个新云板块极其看涨。因此该板块可能继续跑赢大盘。 国家安全 - 我们看到特朗普持有$MP等关键材料公司的股份，并开始关注支持更多国家安全风险，如量子计算公司$RGTI、$IONQ等。这对$RKLB等其他国家安全建设板块总体利好。 半导体 - $TSM是半导体建设和需求的最佳代理指标，其远期营收预测令人难以置信。人们常犯的错误是看$ASML的晶圆厂周期，但这并非正确的代理指标。 我们可以用$CLS作为连接性的代理指标，或用$BE的财报作为能源的代理指标等。 但通常，你可以通过该领域的其他公司很好地判断哪个板块正在跑赢或可能表现良好。 第三部分 - 季节性 11月和12月是股市表现最强的月份。 这更多是心理层面的，因为情绪因素。但也部分出于机械性原因，因为基金在10月进行税务亏损收割重新部署现金后，“追逐业绩”以锁定年度收益。 第四部分 - 仓位配置 这完全取决于你自身的风险水平。例如，对于较小的$10万投资组合，你可以像这样激进配置： 25% $NBIS, 10% $IREN, 10% $ALAB, 10% $CRDO, 5% $KRKNF, 5% $FLNC, 5% $TSM看涨期权, 20% 杂项或低贝塔(如$HOOD), 10% 现金。 如果你想做“赌徒”(degen)，现在可能是最好的时机。我之前举过一个ETF的例子说明如何配置，但我通常不建议将整个投资组合集中在单只股票上。 还有其他未提及的板块如金融科技/电商($HOOD, $SOFI, $DLO, $SEA)等，你可以自行替换。 第五部分 - 宏观 人们担心AI泡沫，但泡沫通常在美联储收紧时破裂，我们最近已在许多泡沫股中看到修正。但现在我们将迎来另外两次降息和政府重新开放（这是一个奇怪的催化剂，但确实存在）。 根据Polymarket，有86%的概率再降息两次，这很疯狂。随着三次降息，成长股和小盘股往往因廉价资金和债务缓解激发风险偏好而飙升。大量流动性最终将流入成长股和小盘股。 _ 这只是总体趋势，你可以选择自己的股票篮子，或任何你认为不错的。我个人对新云、AI建设最看涨，并更倾向于非对称(asymmetrical)选择，但各凭喜好（例如人们在能源/机器人或金融科技上有大量仓位）。 另需注意，即使某只股票如$RGTI上涨500%，也要确保其上涨有基本面支撑（如新云、远期营收）。 但总体而言，如果你只能记住一点，那就是在两次降息、年底季节性和向赢家股集中配置时激进出击，这是前所未有的最佳时机。
英文原文
Macro Analysis: Focus Areas: Flows · Proxies · Seasonality · Positioning Setup : _ Neocloud: $NBIS · $IREN · $CIFR · $DGXX Connectivity: $ALAB · $CRDO · $CLS Robotics: $KRKNF · $ONDS · $RR National Security: $RKLB · $MP · $KTOS · $CCCX Energy: $FLNC · $EOSE · $TE · $SEI Semi: $TSM · $AMD · $NVDA · $MU _ Part 1 - Institutional Flows Into October–November, hedge funds sell underperformers to lock in tax losses and rebalance positions. This creates mechanical downside pressure from tax-loss harvesting by rotating losers YTD and rotating into winners. Once this selling ends and wash sale windows expire, institutions and quants often buy back these oversold names in uually mid tolate Dec or early January. The setup above shows every stock that up YTD, usually you want to position aggressively into these EOY by tax-harvesting losers and scaling into positions that win. Stocks like $SNAP, $ETOR, $DRFT, and others that might be undervalued fundamentally is largely affected by institutional positioning. It's better to go with the flow rather than fight against it unless you want to wait out 2-3 months and accumulate during this time (which is a valid strategy as well). Part 2 - Proxies Neocloud - We've seen $META x $CRWV deal, $WULF x $GOOGL x Fluidstack JV, $MSFT having more compute demand from OpenAI, and others, which is extremely bullish for the whole Neocloud sector. So sector will likely continue to outperform. National Security - We've seen Trump take stakes into critical material companies like $MP and start looking into backing more national security risks such as quantum names like $RGTI, $IONQ, and others. This is generally positive for other names like $RKLB or other national security buildout across the board. Semi - $TSM is the best proxy for semiconductor buildout and demand and their forward revenue projections are absolutely insane. People make the mistake of looking at Fab cycles from $ASML but it's not the right proxy. We can go on with $CLS as a proxy for connectivity or $BE earnings for energy, etc. But generally, you can get a good idea on what sector is outperforming or is likely to do well based on other companies in the area. Part 3- Seasonality November and December are the strongest months for equities. This one is more psychological because of sentiment. But also partly mechanical because funds “chase performance” to lock in annual gains after they redeploy cash from tax loss harvesting in October. Part 4 - Positioning This is purely based on your own risk level. For example, with a smaller $100k portfolio you can be fine positioning aggressively like: 25% $NBIS, 10% $IREN, 10% $ALAB, 10% $CRDO 5% KRKNF, 5% FLNC, 5% TSM calls, 20% misc or low beta (eg. $HOOD), 10% cash. If you want to be a degen, now is probably the best time to do so though. I gave an example ETF earlier on how you can position but I typically don't recommend concentrating your whole portfolio into single stocks. There are other segments I didn't mention like Fintech/Commerce ( $HOOD, $SOFI, $DLO, $SEA) and so on but you can plug and play. Part 5 - Macro People worry about AI bubbles, but bubbles pop when Federal Reserve tightens, and we recently got a correction in a lot of bubbly names. But now we're going into 2 more rate cuts and government re-opening (which is such a weird catalyst but it is one). We have a 86% chance of 2 more rate cuts which is insane (as per Polymarket). And, with a triple rate cut, growth and small caps tend to surge as cheaper money and debt easing spark risk appetite. Floods of liquidity will eventually flow into growth stocks and small caps. _ This is just the general trend, you can pick your own basket of stocks, or whatever you feel is great. I'm personally the most bullish on Neoclouds, AI buildout and positioned more heavily toward asymmetrical picks but to each their own (eg. people have large positioning in energy/robotics, or fintech) Also something to note is that even if something goes up 500% like $RGTI, make sure the rise backed by fundamentals (eg. Neoclouds, forward revenue) But generally if you had to take one piece away, being aggressive into two more rate cuts, end of year seasonality, and consolidating into winners is the best time ever for it.
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根据交易策略和标的波动性选择券商平台
我在盈透证券(IBKR)之外也使用Robinhood和Charles Schwab。使用多个平台没问题。 但如果你大量交易期权，建议转向$IBKR或Fidelity，因为两者的执行质量极佳。在波动性更高的情况下，$IBKR可能略胜Fidelity。 不过情况很微妙。如果买卖价差很低（如$MSFT或$SPY），$HOOD优于其他平台，你实际上能省钱。 如果你在$CIFR或高隐含波动率(IV)股票上卖出期权，价差通常大得多，仅因糟糕的成交执行（例如交易6万美元期权）就可能损失数千美元，此时你最好从$HOOD转移。 如果是长期投资且不加杠杆，平台选择其实无所谓。如果是长期投资且使用股票保证金，$IBKR或Robinhood很棒，因为保证金利率较低，而Schwab/Fidelity较高。 总之，这取决于你的具体目标和持仓股票，情况相当微妙。
英文原文
I use Robinhood and Charles Schwab too on top of IBKR. It's fine to use multiple. But if you're doing a ton of options it's worth going to $IBKR or Fidelity since both of them have great execution. IBKR probably tops out Fidelity when it comes to more volatility. It's nuanced though. $HOOD beats other platforms if the spread is low like $MSFT or $SPY and you'll actually save money. If you're selling options on $CIFR or higher IV stocks, the spread is likely to be much much higher and you can lose thousands of dollars (if you trade with $60k in options for example) just based on bad fills and completely you're better off moving from $HOOD. If you're long term investing, no margin, doesn't really matter what platform you go. If you're long term investing margin with shares, IBKR or Robinhood are great cause margin rates are low, while Schwab/Fidelity are higher. Again it's kinda nuanced depending on what exactly you're aiming to do, what stocks you have.
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看好Neocloud板块，但提示规模化执行风险并调整持仓。
@theBTCMiningGuy 所以我提出的观点是细微的，我仍然看好 $IREN、$WULF、$CIFR 等股票，并相信 Neocloud 板块将迅速扩张。只是指出在规模化过程中并非所有执行都会完美，存在现实的 downside risk（下行风险），我个人也调整了投资组合头寸。
英文原文
@theBTCMiningGuy So the point I made was nuanced, I’m still bullish on stocks like $IREN, $WULF, $CIFR and believe the Neocloud sector will expand rapidly. Just pointing out realistic downside risk in that not all execution will be pretty at scale and I personally changed portfolio positioning
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展示Neocloud板块个股一个月涨幅，重申看好并集中持仓NBIS。
Neocloud（新云）的投资逻辑经受住了时间的考验。 一个月后： $CRWV 120.34 → 135.64 (+12.7%) $NBIS 107.70 → 126.49 (+17.5%) $WULF 10.63 → 13.69 (+28.8%) $IREN 41.68 → 64.69 (+55.2%) $CIFR 11.47 → 20.70 (+80.4%) $BITF 2.54 → 4.51 (+77.6%) $WYFI 22.83 → 36.52 (+59.9%) $GRRR 19.90 → 16.95 (−14.8%) $SLNH 2.75 → 2.81 (+2.2%) $RIOT 17.69 → 23.01 (+30.1%) $MARA 16.13 → 19.61 (+21.6%) $CLSK 12.96 → 20.21 (+56.0%) $HUT 33.16 → 49.95 (+50.6%) 这仅仅是史上最大规模AI数据中心建设浪潮的开始，金融圈(X)上的所有人现在入场都还为时过早。 我对整个Neocloud板块非常看好，但个人因$NBIS具有最高的非对称回报潜力而集中持仓。
英文原文
The Neocloud thesis aged well. 1 month later: $CRWV 120.34 → 135.64 (+12.7%) $NBIS 107.70 → 126.49 (+17.5%) $WULF 10.63 → 13.69 (+28.8%) $IREN 41.68 → 64.69 (+55.2%) $CIFR 11.47 → 20.70 (+80.4%) $BITF 2.54 → 4.51 (+77.6%) $WYFI 22.83 → 36.52 (+59.9%) $GRRR 19.90 → 16.95 (−14.8%) $SLNH 2.75 → 2.81 (+2.2%) $RIOT 17.69 → 23.01 (+30.1%) $MARA 16.13 → 19.61 (+21.6%) $CLSK 12.96 → 20.21 (+56.0%) $HUT 33.16 → 49.95 (+50.6%) This is only the beginning of the largest AI data center buildout in history and everyone on finx is still early. I'm very bullish on the Neocloud sector across the board, but personally have concentration in $NBIS due to the highest asymmetrical return.
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博主发帖后，NBIS等股票出现罕见反向波动。
@RJCcapital 短期股价意义不大，但看到通常低贝塔值（且与矿企正相关）的 $NBIS 在我发帖后首次反向波动，这很有趣。 $NBIS: +7.71% $CIFR: -1.21% $BITF: -2.21% $IREN: +2.35% $WULF: +0.08%
英文原文
@RJCcapital Short term stock price don't mean much but it is pretty interesting seeing $NBIS that's usually lower beta (and miners that go up in correlation) start to move in reverse for the first time after my post $NBIS: +7.71% $CIFR: -1.21% $BITF: - 2.21% $IREN: +2.35% $WULF: +.08%
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看好新云板块，认为NBIS因软件栈具备最佳风险收益比。
我对新云（Neoclouds）持看涨态度，包括 $IREN。查看我的发帖历史，我曾持有包括 $WULF、$CIFR 等在内的各种头寸。我唯一的观点是，$NBIS 因其软件栈（Software Stack）而拥有最高的非对称回报（风险最低，上行空间最大）。 https://t.co/TnUqmvvFdd
英文原文
I'm bullish on Neoclouds, including $IREN. If you look at my post history, I've had positions in everything including $WULF, $CIFR, etc. The only point I've made was $NBIS has the highest asymmetrical return (lowest risk, highest upside) because of its software stack. https://t.co/TnUqmvvFdd
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反驳IREN论点，指出NBIS全栈软件优势带来长期更高利润率。
观点很棒！但是…… 你的论点基于对公认会计准则(GAAP)与非公认会计准则(non-GAAP)的误解……这可能会让非会计专业人士和 X 上的其他人感到困惑。 在对比硬件部门利润与全栈 AWS 利润率时，$IREN 报告的是非公认会计准则(non-GAAP)，而 $NBIS 报告的是公认会计准则(GAAP)。 92% 是一个非公认会计准则(non-GAAP)的硬件特定利润指标，它系统地排除了折旧、数据中心 overhead、网络费用、支持等。硬件利润率通常仅通过从收入中扣除直接电力成本来计算，忽略了真实公认会计准则(GAAP) 销售成本(COGS) 的组成部分。在报告时，销售成本(COGS) 的遗漏和会计原则很重要（例如，为什么加密公司如 $MSTR 的数字与像 ASU 2023-08 这样的加密报告如此不同，因此你不能将收入与加密持仓与 Robinhood 进行比较）。 与此同时，$NBIS 71.2% 的毛利率是公认会计准则(GAAP)，并将托管费用(colocation fees) 作为 29% 收入成本的一部分。因此，当你查看 EBIT 利润率以获得全貌时，$NBIS (~30%) 要高得多，因为全栈驱动了盈利能力。当 $IREN 扩展到 5 亿美元 ARR 目标时，他们被迫纳入现实的折旧、数据中心成本、网络费用和运营。如果以一致的会计标准对两者进行标准化，$NBIS 的全栈模型在真实利润率 spread 上已经高出 15-25 个百分点。 你说超大规模客户自带 Type-1 堆栈是对的。但是……我再次对其他 $IREN 帖子说过这一点，它们一直在回避这个点。 再说一次，Nebius 的 Type-2 层不是面向客户的功能，而是优化内部运营支出(OPEX)。如果企业自带 Type 1 (K8s/Ray)，Nebius 的内部编排(Type 2) 仍然能提升其自身的利润率。这是运营支出(OPEX) 护城河，它不是客户使用的，而是关于你运行集群的效率。把它想象成 AWS 的 Nitro 虚拟机监控程序，但核心在于 AWS 如何驱动 >80% 的利用率和最小的人工运营。Nebius 的内部控制平面自动化了混合 SKU 的 GPU 调度、遥测和固件生命周期。每增加一个百分点的利用率，毛利率就扩张约 1-1.5 个百分点。Nebius 的内部编排降低了其运营成本基础并提高了利用率，无论客户是否自带堆栈，所以这不是非此即彼的关系。 长期的利用率效率和自动化复利增长快于廉价电力/容量，$NBIS 的全栈在长期驱动更高的利润率，而其他方面临利润率压缩的恶性竞争。随着 $NBIS 扩展，其软件熟练度的增量成本趋近于零，结构性地推动利润率更高。相反，$IREN 的依赖模式意味着随着扩展，许可费（如果你采用你的数字，为收入的 3-8%）加上必要的、未量化的站点可靠性工程师(SRE) 运营成本将成为盈利能力的永久拖累，阻止公司实现 $NBIS 的结构性利润率上限。外包 Type 2 解决方案的许可成本很低，如你的 3-8% 数字，但当被视为 overhead 时，“20-30%” 的数字非常相关。 回到 GAAP-non-GAAP，一旦 $IREN 在规模上被迫确认完整的公认会计准则(GAAP) 成本，与 $NBIS 相比不可避免的 15-30 个百分点的利润率差异将会显现。我同意你，短期的容量和基础设施是今天的一大优势，这就是为什么我仍然看好转型的加密货币矿工如 $IREN、$WULF、$CIFR，但在执行期间的软件护城河，在将收入转化为利润的长期来看，将大大优于裸金属基础设施（这还假设 $NBIS 无法扩展基础设施，而他们是可以的）。 $IREN 当前的优势是物理集成和廉价容量，它是资本支出(capex) 密集型的，并受制于电力市场收紧。$NBIS 的优势是运营支出(OPEX) 杠杆。$NBIS 更高的利润率是几年后基于全栈 AWS 式利润率的必然经济结果，而当其他人竞相触底时，利润率差异不会崩溃，而是随着规模扩大而扩大。 廉价电力赢得下一个季度，高效的编排成为下一个 AWS。
英文原文
Great points! But... You did base your thesis off misunderstanding gaap vs. non-gaap... which could be confusing to non-accountants and other people on X. $IREN reported non-GAAP and $NBIS GAAP when you look at hardware-segment profit to full-stack AWS margins. The 92% percent was non-GAAP, hardware-specific profit metric that systematically excludes depreciation, data-center overhead, network expenses, support, etc. Hardware Profit Margin is typically calculated solely by deducting direct electricity costs from revenue, ignoring the components of true COGS GAAP. And when you do reporting, COGS omissions and accounting principles matter (eg. why crypto firms have like $MSTR wildly different numbers from crypto reporting like ASU 2023-08, so you don’t compare revenue with crypto holdings to Robinhood). Meanwhile $NBIS 71.2% gross margins was GAAP and includes colocation fees as part of 29% cost of revenue. So when you look into EBIT margins for the full picture, $NBIS (~30%) is vastly higher because full stack drives profitability. When $IREN scales to the $500M ARR target, they’re forced to incorporate realistic deprecation, data center costs, network expenses, and operations. If you normalize both under consistent accounting, $NBIS’s full-stack model already operates 15–25 points higher in true margin spread. You’re right that hyperscale clients bring their own Type-1 stack. BUT... I’ve said this again to other $IREN posts that keep side-stepping this point. Once again, Nebius’s Type-2 layer isn't for customer-facing features, it’s optimizing internal OPEX. If enterprises bring their own Type 1 (K8s/Ray), Nebius's internal orchestration (Type 2) still drives its own margins up. That's OPEX moat, it's not what customers use, it's about how efficiently you run the fleet. Think of it like AWS’s Nitro hypervisor but central to how AWS drives >80% utilization and minimal human ops. Nebius’s in-house control plane automates GPU scheduling, telemetry, and firmware lifecycles across mixed SKUs. Every percentage point of utilization is ~1-1.5 points of gross margin expansion. Nebius's in-house orchestration lowers their operating cost base and increases utilization, regardless of whether customers bring their own stack, so it’s not quite one or the other. Long-term utilization efficiency and automation compound faster than cheap power/capacity and $NBIS full stack drives higher margins long term, while others face margin compression on a race to the ground. As $NBIS scales, the incremental cost of their software proficiency approaches zero, structurally driving margins higher. Conversely, $IREN's dependency model means that as they scale, the licensing fees (3–8% of revenue if you we go with your figure) plus the necessary, unquantified SRE operational costs will remain a permanent drag on profitability, preventing the firm from achieving $NBIS's structural margin ceiling longer on. Licensing costs for outsourced Type 2 solutions are low like your 3-8% figure, but the "20–30%" figure is highly relevant when viewed as overhead. .Going back to GAAP-non-gaap, once $IREN is forced to recognize full GAAP costs at scale, the inevitable 15–30 point margin delta against $NBIS will materialize. I’d agree with you that short-term capacity and infrastructure is a great advantage today, which is why I’m still bullish crypto miners pivoting like $IREN, $WULF, $CIFR, but the software moat during execution, would vastly outperform bare mental infrastructure in the longer term when it comes to converting revenue to profit (and this is pretending $NBIS can’t scale up infra, which they can). $IREN current advantage is physical integration and cheap capacity, it’s capex-heavy, and subject to power-market tightening. $NBIS advantage is OPEX leverage. $NBIS higher margins is an economic inevitability in a years time when rooted in full stack AWS-like margins, while margin delta isn't collapsing as others race to the bottom, it's widening as scale hits. Cheap power wins next quarter, efficient orchestration becomes the next AWS.
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澄清$IREN因依赖中间件导致利润率受限，非真正全栈。
并非如此，即使在云服务商(CSP)模式下，他们仍使用Poolside等中间件（CIFR和WULF使用Fluidstack）。我想你可能误解了我的意思。 $IREN的利润率结构将受到限制，因为中间件会侵蚀来自编排、调度、客户分配等环节的利润。 虽然这比托管型主机(MW Hosting)更好，但它不像Nebius那样是真正的全栈架构，因此利润率会有上限。
英文原文
Not really, even under csp, they still use middleware like poolside (CIFR WULF use fluidstack). Think you’re misundestanding what I’m trying to say Margin profile will be limited with $IREN because middleware cuts into margins from orchestration, scheduling, customer allocation, etc. While it’s better than mw hosting, is not a true full stack like nebius and margins will cap out
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对比IREN与NBIS模式，指出矿工自建HPC堆栈难敌全栈合作优势。
$IREN 在加密货币挖矿方面拥有良好的利润率和高吉瓦(GW)容量，但这并不能直接转化为高性能计算(HPC)优势。 与此同时，他们正采取 $CIFR 和 $WULF 的路径，通过中间件编排将业务导向超大规模云服务商，但这会在长期内大幅压缩利润率。 $NBIS 直接与 $MSFT 进行全栈合作，实际上可以随着时间的推移提高其毛利率。 大家都指向 $CRWV 作为小型转型的案例，但最近我们学到的残酷现实是，如果许多矿工试图建立自己的编排和堆栈，他们很可能会失败。 $ORCL 是软件护城河的完美例子：如果一个市值 8000 亿美元的超大规模云服务商都感到困难，那么一个市值 40 亿美元的比特币矿工，或者像 $SLNH 这样市值 1 亿美元的微盘股，又该如何转型呢？ 如果他们选择直接转型，许多人在估算比特币矿工基本面时参考 $CRWV 将吉瓦(GW)转化为收入/利润的方式，但实际回报在执行过程中可能会令人失望。 Nebius 从一开始就是第一名，甚至在 GPU 利用率上超越了 $CRWV（根据其最新的白皮书），其全栈带来的长期盈利能力将在财报中胜过投机。
英文原文
$IREN has good margins for crypto mining and large GW capacity but that doesn’t translate directly into HPC. They’re going the $CIFR $WULF route in the meantime with middleware orchestration funneling to hyper scalers but that cuts into margins a lot in the long run. $NBIS is direct to $MSFT full stack and can actually increase their gross margins over time. Everyone points to $CRWV as the example to minor pivots but the harsh reality as we learned recently is that if many miners try building their own orchestration and stack, they will likely fail. $ORCL is the perfect example of the software moat where if a $800B hyperscaler has trouble how would a $4B bitcoin miner pivot, or a $100m microcap like $SLNH do it. If they go direct, a lot of people estimating bitcoin miner fundamentals use $CRWV in terms of translating GW to revenue/profit, but the actual returns will likely be underwhelming during the execution. Nebius is #1 from the very start, even beating out $CRWV (from their most recent whitepaper with gpu utilization) and long term profitability from full stack will shine when it comes to earnings vs speculation.
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看好Neoclouds板块，认为利润率比容量更重要，首选NBIS。
谢谢，只是想补充一下，我对从 $IREN 到 $CIFR 的整个 Neoclouds 板块依然看好。短期内，由于围绕算力容量(capacity)的叙事，可能会有更高的上行空间，但我预计在执行和财报季到来时，市场会更关注利润率(margins)。就纯粹的不对称上行潜力而言，$NBIS 是显而易见的赢家，因为其运营侧拥有毛利率护城河（如果不是因为利息债务，$CRWV 也会名列前茅）。我在帖子中添加了一些定量数据，展示为何利润率 > 容量和/或中间件(middleware)。
英文原文
Thanks, just wanted to add I'm still bullish on Neoclouds across the board from $IREN to $CIFR. Short term there might be higher upside due to narratives around capacity but I'd expect markets to care about margins more when it comes time to execution + earning reports. In terms of raw asymmetrical upside, $NBIS is the obvious winner due to gross margin moat on their operational side ( $CRWV would have been up there if it weren't for interest debt). And I added some quantitative data in the post showing why margins > capacity and/or middleware.
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作者认为NBIS全栈软件优势带来高毛利，优于IREN等矿企，故重仓NBIS。
为了解决关于新云（Neocloud）的争论： $NBIS > $IREN 及其他。 基于 $ORCL 的报告、NBIS 白皮书、$CRWV 的收购案以及其他因素， 我决定将数百万资金整合进 Nebius，并清仓像 $CIFR 这样的矿企。 📏 毛利率 > 吉瓦（GW）产能 以下是数学逻辑及原因： 此前，由远期收入支撑的新云板块（例如 $NBIS 与 $MSFT 的 190 亿美元交易）经历了巨大的投机性上涨。 然而，由于原始 GW 产能（如 $IREN）和廉价能源，加密货币矿企近期上涨了 500%+。 然而，人们忽略的是，产能虽能带来更高的收入，但如果不可盈利（例如 $ORCL 14% 的毛利率），这些收入毫无意义。 随着更多关于 $ORCL 建设失败、$NBIS 白皮书等的信息公布，我们得知如果经济模型无法转化，电力和产能意义不大。 而 $NBIS 拥有一切优势。 1. 毛利率差距：全栈 vs 中间件 像 $IREN 和 $CIFR 这样的矿企必须依赖编排合作伙伴（Fluidstack、Poolside 等）来变现其 GPU。这意味着要放弃 20-30% 的收入（~来自深度研究的私人估算），并承担 GPU 折旧、电力和运维成本。结果是？ 在 $3-4/小时 的 GPU 定价和 ~80% 利用率下，IREN/CIFR 的毛利率 = ~44-52% 在 $5-6/小时 和 90% 利用率下，毛利率可能达到 ~55-60%，但这已是天花板。 与此同时，Nebius 通过拥有编排层并分摊 4 年成本，目前获得 70-75% 的毛利率（上一季度为 71.2%，可能为 60-70%，近期白皮书声称更高的 GPU 利用率可能使其更高）。 随着规模和利用率的提高，这一差距会复利扩大。 矿企每赚一美元都要分出一部分，而 Nebius 的毛利率随时间增加。 2. 软件是护城河，Oracle 证明了这一点 即使 $ORCL 这样市值 8000 亿美元的超大规模云服务商，也无法盈利地构建 GPU 编排，其 AI 租赁平台报告约 14% 的毛利率，并在此过程中亏损约 1 亿美元。 如果 Oracle 都无法执行，指望市值 1 亿美元的小型矿企如 $SLNH 从头构建超大规模云级别的编排系统只是痴人说梦。 像 Fluidstack 这样的平台是必要的桥梁，但代价高昂：毛利率压缩、收入流失和平台依赖。 Nebius？它已经完成了最难的部分。其内部编排软件、GPU 利用率，没有中间商赚差价。 3. 电力 vs 毛利率计算 单张 H100 功耗约 0.7-0.84 kW。即使在 $0.10/kWh 的电价下，每张 GPU 每小时的电费仅为 $0.07-0.08。当 GPU 以 $4-6/小时 出租时，这仅占收入的 1-2%。 真正影响大局的是什么？利用率： 50% -> 85% 的正常运行时间 = 每张 GPU 收入增加 70% 这是数百个基点的毛利率波动，远超与矿企相比的“廉价电力”优势。 软件利用率/编排是护城河，其重要性比廉价电力高 30-70 倍。而且 $NBIS 也不缺廉价电力 lol。 4. 矿企中的 CRWV 例外 大家都指向 $CRWV 作为矿企转型的案例，但 Coreweave 实际上花了数年时间，并进行了数十亿美元的软件收购。 即使现在，报道显示其利用率仍落后于 Nebius。如果矿企认为他们能复制 CRWV，祝他们好运。 我预计 $NBIS 在明年的财报中，当执行与投机面临检验时，将大幅跑赢。 🧩 非对称性 Nebius 毛利率：70-75%（全栈，4 年折旧） IREN/CIFR 现实毛利率：40-60%（中间件，2-3 年折旧） 毛利率差额：15-30 个百分点 执行风险：Nebius = 0（已在执行）；IREN/CIFR = 高 Nebius 不是电力博弈。它是软件毛利率博弈，带有硬件上行空间。对于 $IREN 等，你是在猜测它能否像 $CRWV 那样成功。 人们不断说“软件不是护城河，看看 $CRWV 对 $IREN 未来 HPC 毛利率的影响”，但如果 $ORCL 这样最大的超大规模云服务商之一都卡在 14% 的毛利率。那么我们怎么指望这些小加密货币矿企能搞定 Coreweave。 就非对称性更新而言，$NBIS 是明确的赢家。就原始潜在上行空间而言，如果 $IREN 能像变魔术一样搞定 $CRWV 并在此方面击败 $ORCL，那我确实会认输。 软件全栈是一个巨大的护城河，人们严重低估了它。对于 $NBIS，他们可以只是即插即用，随着时间推移扩大规模，拥有行业内最高的毛利率。 $NBIS 就是真正的非对称回报的样子。
英文原文
To settle the Neocloud debate: $NBIS > $IREN + others. Based on the $ORCL report, NBIS whitepaper, $CRWV acquisitions, and other factors, I decided to consolidate millions into Nebius and sell off miners like $CIFR. 📏 Gross Margins > GW capacity Here's the math + why: We've had a huge speculative run across the board on Neoclouds backed by forward revenue (eg. 19B $MSFT deal with $NBIS). However, crypto miners have recently gone up 500%+ due to raw GW capacity like $IREN and cheap energy. However, what people miss out on is capacity leads to much higher revenue but that revenue means nothing if it's not profitable (eg. $ORCL 14% gross margins). Now that more information has come out regarding $ORCL's buildout failure, $NBIS's whitepaper, and others, we know power and capacity mean little if the economics don’t translate. And $NBIS has everything. 1. The Margin Gap: Full Stack vs. Middleware Miners like $IREN and $CIFR must rely on orchestration partners (Fluidstack, Poolside, etc.) to monetize their GPUs. That means giving up 20–30% of revenue (~private estimates from deep research), plus absorbing GPU depreciation, power, and O&M. The result? At $3–4/hr GPU pricing and ~80% utilization, IREN/CIFR margin = ~44–52% At $5–6/hr and 90% utilization, margin could reach ~55–60%, but that’s the ceiling Meanwhile, Nebius earns 70–75% today by owning the orchestration layer and amortizing over 4 years (71.2% from previous Q, likely 60-70%, possibly higher from recent whitepaper claiming higher GPU utilizations). This gap compounds as scale and utilization rise. Miners give away a piece of every dollar they earn while Nebius INCREASES gross margins over time. 2. Software Is the Moat and Oracle Proved It Even $ORCL, an $800B hyperscaler, failed at building GPU orchestration profitably, reporting ~14% gross margins on their AI rental platform and losing ~$100M in the process. If Oracle can’t execute, expecting $100M marketcap small miners like $SLNH to build hyperscaler-grade orchestration from scratch is wishful thinking. Platforms like Fluidstack are essential bridges, but they come at a cost: margin compression, revenue leakage, and platform dependency. Nebius? It already did the hard part. Its in-house orchestration software, GPU utilization, with no middlemen taking a cut. 3. Power vs. Margin Calculations A single H100 uses ~0.7–0.84 kW. Even at $0.10/kWh, power is just $0.07–0.08 per GPU-hour. When GPUs rent at $4–6/hr, that’s 1–2% of revenue. What actually moves the needle? Utilization: 50% -> 85% uptime = +70% revenue per GPU That’s a multi-hundred bps margin swing, far outweighing any "cheap power" comparison with miners. Software utilization/orchestration is a moat and matters ~30–70 TIMES more than cheap power. And it's not like $NBIS doesn't have cheap power either lol. 4. The CRWV Exception to Miners Everyone points to $CRWV as miners pivot but Coreweave literally spent YEARS to do this, along with billions in software acquisitions. And even now, reports suggest their utilization trails Nebius. If miners think they’ll replicate CRWV, good luck. I'd expect in NBIS to strong outperform in next year's earnings reports when it comes time for execution vs. speculation. 🧩 The Asymmetry Nebius GM: 70–75% (full-stack, 4yr depreciation) IREN/CIFR realistic GM: 40–60% (middleware, 2–3yr depreciation) Gross margin delta: 15–30 points Execution risk: Nebius = 0 (already doing it); IREN/CIFR = high Nebius isn’t a power play. It’s a software margins play, with hardware upside. With $IREN and others, you're guessing if it can pull off a $CRWV. People keep saying "software it not a moat, and look at $CRWV for $IREN future HPC margins", but if $ORCL one of the largest hyperscalers is stuck at 14% gross margins. Then how do we expect these small crypto miners to pull off a Coreweave. In terms of ASYMMETRICAL UPDATE, $NBIS is the clear favorite out of anything. In terms of raw potential upside if $IREN manages to pull a $CRWV out a hat and beats out $ORCL in this, sure I'd concede. Software full stack is a HUGE moat that people vastly, vastly underestimate. With $NBIS, they can just let it plug and play scale up over time with the highest gross margins in industry. $NBIS is what true asymmetric return looks like.
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软件利用率对AI算力利润的影响远超廉价电力成本。
$NBIS 拥有廉价电力，但可能不如 $IREN 或 $CIFR 便宜。但为了让你明白为什么这没那么重要： 软件利用率/编排(Orchestration)是护城河，其重要性比廉价电力高出约 30-70 倍。（请有人核实一下这个数学计算） 一张 H100 功耗约 0.84 千瓦。在 0.05 美元/千瓦时的电价下，成本为 0.04 美元/GPU-小时；即使在 0.10 美元/千瓦时，成本也仅为 0.08 美元/GPU-小时。 鉴于租赁价格约为 4 美元/GPU-小时，电力成本仅占收入的 1-2%。但将利用率从 50% 提升到 85%，会使单 GPU 收入增加 70%，从而大幅改变利润率。 不过，如果你拥有像 $CRWV 那样的所有组件（除了他们的坏账问题），那就是另一回事了，但这巨大的投机性赌注在于所有矿工能否建成这些设施。
英文原文
$NBIS has access to cheap power, but it might not be as cheap as $IREN or $CIFR. But just to give you a sense of why it matters a lot less: Software utilization/orchestration is a moat and matters ~30–70 TIMES more than cheap power. (someone pls fact check the math) A H100 burns ~0.84 kW. At $0.05 / kWh, that’s $0.04 / GPU-hour; even at $0.10 / kWh it’s $0.08 / GPU-hour. With rental prices of ~$4 / GPU-hour, power is just 1–2 % of revenue. But going from 50% to 85% utilization changes revenue per GPU by +70%, swinging margins massively. Then again if you have all the components like $CRWV (aside from their bad debt), then that's a different story, but it's a huge speculative gamble that all the miners can build that out.
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清仓其他Neocloud重仓$NBIS，认为其全栈优势及无债结构使其优于同行。
Neocloud持仓更新，10月24日周五。 发这条推文是为了向$IREN和其他Neocloud（新云）持有者传达一个信息： 👑 $NBIS更胜一筹。 我已清仓其他Neocloud股票：$CIFR获利250%+，$IREN、$BITF、$WYFI获利50-100%+，$WULF亏损5-10%。 目前我在$NBIS股票/LEAPS（长期期权）上的敞口超过200万美元，并持有少量$WLAC仓位。如果$NBIS股价维持在115美元，下周我会继续加仓Nebius。 我通常不发布卖出操作，但最近有很多烦人的Neocloud帖子声称他们的才是最好的。所以我发这条是为了传达$NBIS在不对称上行潜力方面明显更优，且已锁定Mag7（科技七巨头）订单。因此，分散投资其他Neocloud毫无意义。 NBIS通过全栈/GPU利用率及多元化用户，可能拥有最高的利润率护城河。其子公司+投资组合公司（AI数据库、机器人/配送等）正随其运营业务同步扩张。此外，没有侵蚀利润率的不良利息债务。 只需等待一年获得另一个超大规模云厂商合同，就有轻松获得300%收益和1000亿美元+市值的明确路径。去推测比特币挖矿转型的毛利率毫无意义（看看$ORCL仅因GPU利用率+建设->收入滞后就损失1亿美元+），即使某些公司可能有更大的容量。 所以只想说：Nebius是THE Neocloud。🫳🎙️
英文原文
Neocloud Position Update Friday Oct 24. This post is to send a message to $IREN and other Neoclouds holders that: 👑 $NBIS is superior. I sold out of other Neoclouds: $CIFR 250%+ gain, $IREN, $BITF, $WYFI, 50-100%+ gain, $WULF 5-10% loss. Now with $2M+ exposure in $NBIS shares/leaps + small $WLAC positions. Will add more Nebius positions next week if it stays at $115. I don't normally post sales, but there's a lot of annoying Neocloud posts recently claiming that theirs is the best. So I'm posting this to send a message that $NBIS is clearly superior in terms of asymmetrical upside and already has Mag7 deals locked in. And because of this, there's no point of diversifying into other Neoclouds. NBIS will likely have the highest margin moat from how they do full stack/GPU utilization with their diversified users. And their subsidiaries + portfolio companies (AI DBs, robotics/delivery, etc). are scaling alongside their operational business. There's also no exposure to bad interest debt that eats into margins. There's an easy path to 300% gain and a $100B+ marketcap just by waiting 1 year for another hyperscaler contract and there's no point in speculating gross margins from Bitcoin mining pivots (see how $ORCL lost $100M+ just bc of GPU utilization + buildout -> rev lag) even if some might have larger capacity. So just wanted to say: Nebius is THE Neocloud. 🫳🎙️
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分析CIFR稀释影响，建议NBIS短线获利但长线持有。
@soulbiri1 @accounting_ds $CIFR 在约 16 美元时经历了 16% 的稀释，现在又回到了 19 美元，如果触及可转换票据（Convertible Note）编号，情况并非末日般糟糕。对于短期交易而言，在 140 美元左右获利了结 $NBIS 这类股票是明智之举，但我坚持其 1000 亿美元市值（Market Cap）的目标，因此我个人至少会持有 1 年。
英文原文
@soulbiri1 @accounting_ds $CIFR hit 16% dilution at $16 or so and now it's back at $19, it's not doom and gloom if it hits convertible note number. For short term trading, it's a smart to take profits on stuff like $NBIS at $140, but I stand by $100B MC so I'm personally holding 1 year min.
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作者通过分部估值法论证 $NBIS 当前被低估，预计一年内市值可达 1000 亿美元。
为什么我认为 $NBIS 在一年内可以轻松达到约 400 美元/股或 1000 亿美元+市值： 目前，Nebius 的估值为 240 亿美元（增至 1000 亿美元需增长 316%+）。 假设 2026-2027 年零增长： 核心业务：310 亿–365 亿美元 分部估值求和(Sum of Parts)：71 亿美元（打 6 折） 中值估值 = 390 亿美元估值（+62.5%） 这尚未计入任何增长，而增长可能将其推升至 1000 亿美元。 今天，投资者实际上仅为核心业务支付了 130 亿美元，而其正以 1000% 的同比增长率增长——从季度营收 1 亿美元增至 13 亿美元，毛利率为 60-70%。 市场通常是前瞻性的，但对于 Nebius，它只盯着脚下。这些只是非正式的想法和简短分析。 业务估值： __________________ 当前现金等价物（扣除 42 亿美元后）~ 58.8 亿美元 投资组合公司：~ 26.8 亿美元 Clickhouse（28%，估值 63.5 亿美元），Avride（17%，估值 ~31 亿美元），Toloka（51%，估值 ~7.2 亿美元）- Avride/Toloka 为投机性估算。也未考虑 Clickhouse 更新的估值（可能已增长）。 实物资产：~ 20 亿美元中值 GPU（~7.5-10 亿美元），服务器，网络（4-6 亿美元），土地/建筑（3-5 亿美元），电力/冷却（2-3 亿美元）。总实物资产介于 16.5-24 亿美元之间。 保守的分部估值求和：~ 105.8 亿美元（截至今天，未考虑投资组合公司升值）。Nebius 已通过票据转换消除了大部分债务。 通常拥有投资组合的公司不会以 1:1 的净资产值(NAV)交易，因此我在计算时砍掉了 105.8 亿美元的 40%，考虑到这主要是现金，这是保守的。 _ 无增长基准情景 现在进入核心业务： FY 2026-2027 预估：2025 财年预计 11 亿美元 + 来自 $MSFT 的 38 亿美元（合同/5）（显然可能存在收入滞后，因此平均分布在 2026-2027 年）。 如果 Nebius 完全停止基于 2025 年预测的增长，他们在 2026/2027 年的最低年化经常性收入(ARR) 将达到 49.8 亿美元。 毛利率目前约为 71.2%（上一季度），但可能在 60-70% 之间 + 管理层目标 30% 息税折旧摊销前利润(EBITDA)。 以下是核心业务在增长完全停止时的计算： 企业价值/收入(EV/Revenue) 6–8 倍：312 亿 | 416 亿美元 企业价值/息税折旧摊销前利润(EV/EBITDA) 15–25 倍：234 亿 | 390 亿美元 前瞻性的基准/悲观情景企业价值 = 310–420 亿美元（基于收入）或 230–390 亿美元（基于 EBITDA） （核心业务）+ 分部估值求和 = 335.8 亿美元中值无增长情景 + ~105.8 * 0.6 = ~390 亿美元。 接下来我们将考虑如果 Nebius 增长的情况。 __________________ 有增长情景： 以下是仅基于核心业务如何达到 1000 亿美元。 $NBIS 拥有约 50 亿美元已确认 ARR。 Nebius 唯一需要的是 ARR 增长至 80-120 亿美元： 再签 1 个超大规模云厂商(hyperscaler)交易 + SMB 扩张。 只要达成 GCP 或 Meta 交易，我们就能达到该目标。（这只是高层面的，不深入 GPU 折旧争论、电力增加、执行风险等）。我对一年内达成另一个超大规模云厂商交易持乐观态度，因为更多 Mag7 最近签署了交易（例如 Meta 与 $CRWV 的 140 亿美元交易）。 此外，其他一切保持不变：毛利率 ≥60–70% 和 EBITDA 目标：~30%。好消息是，通过白皮书，我们也可能看到 Nebius 的利润率扩张。 NBIS 在昨天的白皮书中声称接近 100% 的 GPU 利用率，这将证明比 $CRWV 或任何矿工转型(+ NBIS 没有有毒利息债务，且客户群更多元化)更高的利润率和每 GPU 收入是合理的。 他们的软件编排本身就是一个护城河，并非所有新云(neoclouds)或比特币矿工转型都能维持同样的高毛利率。 乐意争论为什么全栈、利润率、与 SMB 的客户多元化很重要（如果你想比较 $IREN 的 GW 容量或其他人）-> 只需看看 $ORCL 在建设上损失 1 亿美元+。 无论如何，由于运营支出(opex)成本 + 利润率 + 全栈 + 客户群，我对 $NBIS 的看法优于其他任何新云。（如果有任何遗漏或计算错误，请告诉我，也欢迎辩论） 但除此之外，当前 230 亿美元市值是一场清仓大甩卖，没有计入增长，而它今天本应估值 390 亿美元。然后还有 1 个超大规模云厂商交易带来的上行空间，一年内在 1000 亿美元市值下获得 4 倍回报。
英文原文
Why I think $NBIS can easily hit ~$400/share or $100B+ market cap in 1 year: Right now, Nebius trades at a $24B valuation (316%+ increase to $100B). If we pretend that there's 0 growth in 2026-2027: Core Business: $31B–$36.5B Sum of Parts: $7.1B (40% slashed) Midpoint Valuation = $39B valuation (+62.5%) This is before factoring in any growth, which could scale it up to $100B. Today, investors are effectively paying $13B for the core business today, which is on track to grow 1,000% YoY-from $100M in quarterly revenue to $1.3B , with 60-70% gross margins. Markets are usually forward looking, but for Nebius, it only looks at the ground. These are just informal thoughts and a small writeup. Business Valuation: __________________ Current cash equivalents (post $4.2B) ~ $5.88B Portfolio Companies: ~$2.68B Clickhouse (28%, $6.35B valuation), Avride (17%, ~$3.1B valuation), Toloka (51%, ~720M valuation) - speculative estimates on Avride/Toloka. Also did not consider Clickhouse updated valuation, which likely grew). Physical Assets: ~$2B midpoint GPUs (~750m-1B), Servers, networking ($400-600m), Land/buildings ($300m-$500m), power/cooling ($200-$300m). Total phyiscal assets sitting between $1.65B-$2.4B Conservative Sum of parts: ~$10.58B (As of today, not considering portfolio companies going up). Nebius has eliminated most debt from the note conversion. Typically companies with portfolios never trade 1:1 with NAV, so I just slashed 40% off 10.58B or so when doing calculations which is conservative considering it's mostly cash. _ BASE CASE WITH NO GROWTH Now going into the core business: FY 2026-2027 EST: $1.1B projected FY 2025, + $3.8B from $MSFT (contract / 5) (obviously maybe revenue lag, which is why it's on avg 2026-2027 anyway). If Nebius stopped growing completely off their 2025 projections, they would do $4.98B minimum ARR in 2026/2027. Gross margins are sitting at ~71.2% (from last quarter), but likely between 60-70% + management aiming 30% EBITDA. These calculations from the core business are if growth stopped completely: EV/Revenue 6–8×: $31.2B | 41.6B EV/EBITDA 15–25×: $23.4B | $39B Forward-looking EV on the base/bear case = $31–42B (revenue) or $23–39B (EBITDA) (Core Business) + Sum of Parts = $33.58B midpoint no growth case + ~$10.58 * .6 = ~$39B. And now we'll consider that next if Nebius grows. __________________ CASE WITH GROWTH: Now here's how we get to $100B just based on core business. $NBIS has ~$5B ARR confirmed. Only thing Nebius needs is ARR growth to $8–12B: 1 more hyperscaler deal + SMB expansion. All it takes is a GCP or Meta deal and we hit that target. (This is just high-level, not going into GPU depreciation arguments, increasing power, execution risk, etc). And I'm bullish on the chances of another hyperscaler deal happening in 1 year time when more Mag7 signed deals recently (eg Meta $14B with CRWV). Also everything else would need to stay the same gross margin: ≥60–70% and EBITDA target: ~30%. On the bright side, with the whitepaper, we've also likely seen expanding margins with Nebius. NBIS is claiming near-100% realized GPU utilization through their whitepaper yesterday, which would justify higher margins and higher revenue per GPU compared to $CRWV or any miner pivot (+ NBIS has no no-toxic interest debt, and a more diversified client base). Their software orchestration is a moat in and of itself and not all neoclouds or bitcoin miner pivots can sustain the same high-gross margins. Happy to argue why full stack, margins, customer diversification with SMBs are important (if you want to compare $IREN GW capacity, or others) -> just look at $ORCL losing $100m+ on buildout. Regardless, I'm bullish on $NBIS over every other possible Neocloud because of opex costs + margins + fullstack + client base. (Feel free to let me know if I missed anything or calculated wrong, also open to debate) But that aside, current $23B marketcap is a firesale that does not price in growth when it should be valued at $39B today. Then there's the upside on 1 more hyperscaler deal though for 4x return in 1 year at a $100B MC .
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市场高波成长股普跌，深度超卖股如NBIS现买入良机。
是的，现在对许多投资者来说确实是一段艰难时期，$HOOD 跌 7%，$RKLB 跌 10%，$TE 跌 13%，$CIFR 跌 15%，许多量子计算概念股单日下跌 20%。这对大多数人来说压力很大。 任何高贝塔值(高波动性)/成长型股票都遭到重创。 但积极的一面是，如果像 $NBIS 这样已经深度超卖且进一步被抛售的股票，就会转化为绝佳的买入机会。希望这对你们有利，只是需要一点耐心！
英文原文
Yeah it's definitely rough times right now for a lot of investors, $HOOD down 7%, $RKLB down 10%, $TE down 13%, $CIFR down 15%, many quantum names down 20% all in a single day. Very stressful for most people. Anything high beta/growth got nuked together. But the positive thing is, if it's already deeply oversold + got sold off even more like $NBIS, then it turns into a great buying opportunity. I hope it plays out well for you, just requires a bit of patience!
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博主发布降息周交易清单，强烈看好TSM及Neocloud板块，建议做多。
10月20日，重要的降息交易周。 个人想法和解释： 🛝 = 波段交易(Swing Trade) 🐈 = 催化剂交易(Catalyst Trade) 🎇 = 2026年交易，已进行税务收割(Tax Harvested) 清仓卖出(Fire Sale) 🔥 $NBIS 强烈买入(Strong Buy) $TSM $AMKR $WLAC $AMZN $LTC 🐈 $RDDT $HIMS 🛝 $IBIT $ALAB $CRDO $SMCI $FLY 🎇 $SNAP 🎇 $ETOR 🎇 $LULU 🎇 买入(Buy) $AMD $HOOD $RBRK $UNH $TGT 🐈 $IREN 🐈 $WYFI $WULF $CIFR $SLNH $BITF $GLXY $FLNC $MU （跳过“持有”，因为我过去提到的其他股票，既然没有变化，大概就继续持有）。 卖出(Sell) $ETH $BMNR $PL $BLSKY $RGTI $OKLO $IONQ $QBTS _ 宏观方面，距离降息（约97%概率）还有9天。市场处于恐惧模式。这是建立多头头寸且不减仓的理想时机。 清仓卖出 _ $NBIS - 无需多言，我仍维持2026年牛市情景下$400的目标价，基于40-60亿美元+的前瞻性收入及约60-75%的毛利率，以及另一份可能的超大规模云厂商合同（如 $META）。 周五下跌10%+是机械式对冲和做市商(MM)钉住价格所致。尽管波动剧烈，价格仍卡在$113.5。预计周一空头对冲将平仓（鉴于做市商买入看跌期权并做空看涨期权 -> 临近到期时大量做空），价格将回升。我在下跌时买入六位数的看涨期权，因为基本面没有实质性变化。 强烈买入 TSM - 天哪，请务必将其纳入投资组合。这是一台印钞机，每年营收增长38-40%的同时毛利率还在提升，简直不可思议。财报大超预期后股价回调，这是我生命中最容易的多头机会之一。 AMKR - 我尚未持有，但计划因TSM在亚利桑那州的参与以及其作为美国供应链大伙伴的潜力而加仓（随着美国推动TSM向美国晶圆厂+制造转移）。 WLAC - Neocloud SPAC IPO，上行空间巨大。我最近常提到这个，它可能是估值最好的Neocloud之一，且已有不错的利润率（并非来自矿工转型，后者不确定性稍大）。他们与Fluidstack合作，我预计若获得Mag7合同，估值将重估500%+。 AMZN - $213太离谱了哈哈。我不明白在牛市中它为何年初至今下跌-3%。 LTC - 受加密货币清算和政府停摆延迟ETF影响。现在是买入并等待ETF获批的好时机。 RDDT - 跌至$190是很好的回调。我以为$200是底部，结果跌得更低。关于ChatGPT较少引用它的新闻引发了大幅抛售，我认为这影响甚微。 HIMS - CEO减持导致下跌14%+。所有者经常卖股，对公司基本面影响不大，仅影响短期情绪。预计会反弹。 IBIT - 比特币$108k是很好的入场点，它已在$110k-$120k之间震荡一段时间，低于此价位通常很好。 ALAB - 上次我说过，因新竞争对手新闻而抛售过度。它已在市场上与AVGO竞争哈哈，拥有类似NVDA的利润率，同比增长数百%，Mag7在数据中心建设中正在使用它。 CRDO - 逻辑与ALAB类似，随Astera抛售但幅度稍小。 SMCI - 应因明年55%+的营收增长而重估。我早先怀疑这些预测，但随着数据中心增长，看起来变得现实了。 FLY - 这是中程有效载荷的博弈。人们怀疑Fly的执行能力，但NOC联合开发中程载荷消除了很多风险（并在与Falcon9竞争时可能重估500%+）。 SNAP - 我在早期的深度研究(DD)帖子中计算过Snap记忆功能的变现能力，目前完全未定价。它季度营收$13亿+，市值仅$130亿哈哈，通过增加营收+降低Google OPEX成本获得的自由现金流(FCF)非常惊人。 ETOR - 大部分为现金，以IBKR的速度增长，受税务收割影响。 LULU - 受税务收割+Alo、Vuori等竞争影响。但季节性应该不错，且现在市盈率极低。 买入 AMD - ChatGPT下AMD订单，ORCL建设AMD数据中心。随着成为$NVDA潜在竞争对手，预计明年将重估。仍认为Nvidia将主导，但鉴于其4.5T市值，即使AMD只占一小部分份额，也有很大追赶空间。 HOOD - 10%+回调后看起来好多了。可能复刻PLTR的走势。 RBRK - 之前做过深度研究，作为网络安全公司，在下跌中看起来更好，该领域倍数极低。只需削减营销，客户粘性高。 UNH - 美国医疗很烂但不会消失。认为Warren等人知道这一点。 TGT 🐈 - 下月分红，大股息股票。我认为现在是大量建仓的好时机。 IREN 🐈 - 巨大的GW，预计获得Mag7或类似交易。 WYFI - 任何Neocloud都是买入（例如见关于Mag7将收入导向这些小型10亿-50亿公司的论点）。 WULF - Neocloud博弈 CIFR - Neocloud博弈 SLNH - Neocloud博弈 BITF - Neocloud博弈 GLXY - Neocloud衍生品博弈 FLNC - Neocloud能源博弈 MU - 中国风险解除，内存在那里有巨大市场，内存也可能在数据中心建设中重估。 _ 卖出 ETH - 不喜欢$4k+的以太坊 BMNR - 如果我不喜欢这些水平的以太坊，持有国库公司也没意义 PL - 低营收，太空股（极高估值） BLSKY - 低营收，太空股（极高估值） RGTI - 量子泡沫 OKLO - 核能泡沫 IONQ - 量子泡沫 QBTS - 量子泡沫 _ 快速宏观提示： -> 9天后降息，概率~97%。预期抢跑，做多。就这些。
英文原文
October 20th, Important Rate Cut Trading Week. Personal thoughts and explanations: 🛝 = Swing Trade 🐈 = Catalyst Trade 🎇 = 2026 Trade, Tax Harvested Fire Sale 🔥 $NBIS Strong Buy $TSM $AMKR $WLAC $AMZN $LTC 🐈 $RDDT $HIMS 🛝 $IBIT $ALAB $CRDO $SMCI $FLY 🎇 $SNAP 🎇 $ETOR 🎇 $LULU 🎇 Buy $AMD $HOOD $RBRK $UNH $TGT 🐈 $IREN 🐈 $WYFI $WULF $CIFR $SLNH $BITF $GLXY $FLNC $MU (Skipping Hold, since any other stock I've mentioned in the past, it probably just hold it since nothing's changed). Sell $ETH $BMNR $PL $BLSKY $RGTI $OKLO $IONQ $QBTS _ So macro wise, we are 9 days away from (~97% or so rate cut). Market is in fear mode. This is the ideal time to go long and not cut positions. Fire Sale _ $NBIS - Needs no explanation, I still maintain $400 PT on a bull case 2026 due to 4-6B+ forward revenue off ~60-75% gross margins, and another likely hyperscaler contract (eg. $META) What happened on the 10%+ drop on Friday was mechanical hedging and MM Pinning. You can see this with the price stuck at $113.5, despite any volatility. I'd expect short hedges to unwind Monday (given MMs bought puts and were short calls -> heavy short into expiration) and price to go back up. I ended up buying 6 figures worth of calls on the drop as there was no material changes. Strong Buy TSM - Holy crap, please have this in your portfolio. This is a money printer, and scaling your revenue by 38-40% every year WHILE increasing gross margins is just insane. It dipped as well after smashing earnings so it's one of the easiest longs in my life. AMKR - I don't have this in my portfolio yet but will be looking to add due to TSM's involvement in Arizona and potential to be a big partner in the US supply chain (as America tries to push TSM toward US fab + manufacturing). WLAC - Neocloud SPAC IPO, large upside. I talk about this a lot recently, but it's probably one of the best valued Neoclouds out there, and already has great profit margins (not a pivot from miners, where it's a bit more uncertain). They work with Fluidstack, and I'd expect a 500%+ re-rating on top of a Mag7 contract. AMZN - $213 is insane lol. I have no clue how this is down -3% YTD during a bull market. LTC - Affected by crypto liquidations and government shutdown delaying ETFs. Great time to buy and just wait for ETF to be approved. RDDT - Great dip to $190. I thought $200 would be a bottom but ended up going lower. The news about ChatGPT citing it less caused a large sell-off which I think was very immaterial. HIMS - 14%+ drop off CEO share sale. Owners sell shares all the time, it doesn't really affect the fundamentals of the company much, just short term sentiment. I'd expect it to rebound. IBIT - Bitcoin $108k great entry point, it's been swinging between $110k - $120k for awhile so anything under is usually great. ALAB - I said this last time but it sold off way too much from news of a new competitor. It's already competing vs AVGO in the market lol, NVDA-like margins, growing hundreds of percent Y/Y, Mag7 using them in data center buildout. CRDO - Similar thesis to ALAB, sold off alongside Astera but a bit less. SMCI - Should get re-rated for 55%+ or so revenue growth into next year. I doubted the projections earlier but with the data center growth, it's looking realistic. FLY - This was a medium lift payload play. People doubt fly's execution but NOC co-developing medium lift takes a lot of risk off the table (and possible re-rating it 500%+ when it competes vs falcon9) SNAP - Did the math on Snap monetization of memories in an earlier DD post and it's completely not priced in yet. It's doing $1.3B+ quarterly revenue on a $13B market cap lol, and the amount FCF they would get from increasing their revenue + lowering Google OPEX costs is insane. ETOR - Majority cash, growing at IBKR rates, suffering from tax harvesting LULU - Suffering from tax harvesting + competition from Alo, Vuori, etc. But seasonally should be good, and extremely low p/e now. Buy AMD - ChatGPT putting in AMD orders, ORCL building out AMD data centers. Likely going to get a re-rating in the next year as a potential $NVDA competitor. Still think Nvidia will dominate but with it's 4.5T marketcap, AMD has a lot to catch up on even if it takes a small percent share. HOOD - Looking at a lot better after the 10%+ correction. Could pull a PLTR RBRK - Did DD on this earlier, looks better on the drop as a cybersecurity company really low multiples in the space. Just needs to cut back on marketing, customers sticky. UNH - Healthcare is sht in America but not going anywhere. Think Warren and the others know this TGT 🐈 - Dividend next moth, big dividend stock. Around now is a good time to load up IMO IREN 🐈 - Huge GW, expect mag7 or similar deal. WYFI - Any neocloud is a buy (eg. see thesis on mag7 funneling revenue down toward these small 1B-5B companies) WULF - neocloud play CIFR - neocloud play SLNH - neocloud play BITF - neocloud play GLXY - neocloud derivative play FLNC - neocloud energy play MU - China derisked, memory had a huge market there, memory also likely going to get re-rating in tdata center buildout _ Sell ETH - Not a fan of Ethereum at $4k+ BMNR - If I don't like Ethereum at these levels, no point of holding treasury companies PL - Low revenue, space stock (extremely high valuation) BLSKY -Low revenue, space stock (extremely high valuation) RGTI - Quantum bubble OKLO - Nuclear bubble IONQ -Quantum bubble QBTS - Quantum bubble _ Quick macro heads up: -> Rate cut in 9 days ~97% odds. Frontrunning expected, go long. That's all.
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区域银行恐慌是买入AI基建及新云厂商的良机，优选有真实营收支撑的标的。
宏观与回调思考 10月16日： 市场动态繁多，例如 $GLD 创历史新高，但这涉及美元的另一条复杂线索。今日股市主要下跌源于区域银行的冲击，因此我将聚焦于此。 以下是极佳的买入机会： 拥有确认的 Mag7 合同的新云厂商(Neoclouds) - $NBIS (MSFT) $CIFR (GOOGL), $WULF (GOOGL) 等。 AI 基础设施建设(AI Buildout) - 半导体如 $TSM（强烈买入，这类在爆发式财报后似乎总是回调以清洗看涨期权）。我们已有爆发式财报数据及增长的利润率+远期营收，$TSM 是我见过最简单的做多标的。TSM 的印钞能力也支持这一建设论点。 - 能源如 $FLNC 可能因数据中心建设+AI 使用带来的重估而继续上涨。 加密货币 - $BTC $107k, $LTC $90 都是极好的买入点，但我对 $CRCL 等会稍加谨慎。人们可能对 2023 年 Silvergate 倒闭及 USDC 脱钩仍有创伤后应激障碍(PTSD)。 某些股票急需修正： - 量子计算 - 机器人/无人机 - 关键矿产（仅特定标的可能优质） 这些公司零营收却因炒作呈抛物线增长。 区别在于，新云厂商+AI 基础设施建设是基于执行确认的营收。它们虽都是国家安全风险，但 AI 建设有全球最富有的超大规模云厂商背书。 “$AMZN, $META, $MSFT, $GOGL 等今年资本支出预计达 3200 亿。”- BI “$META, OpenAI 和 $ORCL 宣布未来几年将在数据中心投入超 1 万亿美元。”- BI 具体发生的情况： 市场今日因区域银行担忧下跌，但可能被夸大。最新恐慌源于 Zion/Western Alliance 的借款人欺诈。我猜测是个别银行问题，而非会导致信贷紧缩的系统性银行崩溃。 两周后降息概率接近 98%。这是全面必要的修正（以清除泡沫）+杠杆交易+期权流向。利用此次修正做多。 这仍是整个 AI 建设的最早期阶段，我预计 $NBIS 为例，1 年内 ARR 将增至 45 亿-70 亿+，市值从当前增至 600 亿+。 再次强调，新云厂商的炒作源于远期营收增长（基本面），而量子/部分无人机公司的炒作基于承诺。现在是扩大拥有疯狂远期营收增长（将导致市值大幅重估）公司多头的完美时机，而非仅如量子计算般的行业叙事/投机。
英文原文
Macro + Dip thoughts Oct 16th: There's a ton going on, eg. $GLD hitting ATHs, but that's a whole different rabbit-hole on the USD. Main stock drop today was due to a shock from regional banks, so I'll focus on that. It's a great buying opportunity on: Neoclouds with confirmed Mag7 contracts - $NBIS (MSFT) $CIFR (GOOGL), $WULF (GOOGL) etc. AI Buildout - Semis such as $TSM (Screaming buy it always seem to dips like this after blowout earnings to wipe off calls). We already have blowout earnings numbers and increasing margins + forward revenue, $TSM is just the easiest long I've ever seen. TSM printing money also supports this builtout thesis. - Energy such as $FLNC will likely continue going up because of re-rating bc of data center buildout + AI use. Crypto - $BTC $107k, $LTC $90 all amazing buys, I'd be a tad more cautious of $CRCL and others though. People probably have PTSD from 2023 silvergate, etc. going down and USDC depegging. It's a much needed correction for certain stocks: - Quantum - Robotics/Drones - Critical Minerals (only specific ones are likely good) That have 0 revenue and are increasing parabolically off hype. _ The difference is that Neoclouds + AI Buildout is confirmed revenue based on execution. They're all national security risks but AI Buildout has the wealthiest hyperscalers in the world are backstopping it. " $AMZN, $META, $MSFT, $GOGL, and others could spend an estimated 320B on capex this year". - BI " $META, OpenAI, and $ORCL, have announced plans to spend more than $1 Trillion on Data Centers in the next several years"- BI _ In terms of what happened in specific: Markets dipped today on regional banking fears, but it's likely overblown. The latest scare was due to Zion/Western Alliance mainly due to borrower fraud. My guess is that it's individual banks, not systemic banking collapses that would have credit tightening. We have a near-confirmed rate cut (close to 98%) in 2 weeks time. This is a correction needed across the board (to wipe away the froth) + leverage traders + option flow. use this correction to go long. This is still one the earliest parts of the whole AI buildout, I do expect $NBIS as an example to scale up to 4.5B-7B+ ARR in 1 year and $60B+ marketcap from here. Again the hype built into Neoclouds are because of forward revenue growth (fundamentals), while the hype into Quantum/some drone companies, etc. are based around promises. It's a perfect time to scale up longs from companies with INSANE FORWARD REVENUE GROWTH (which will cause large re-ratings to marketcaps) not just industry narrative/speculation like Quantum.
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博主基于宏观利好更新美股AI/半导体/能源等板块的强烈买入、买入及持有名单。
大豆/植物油崩盘，个人思考与解释： 强烈买入 $ALAB $CRDO $NBIS $WLAC $LTC $TSM $BTC （+ 同上次税务收割股） $AMZN $SMCI _ 买入 $AMD $FLNC $SEI $BZAI $NKLR $IREN $WULF $CIFR $CRWV $BITF $WYFI $SLNH $BITF $RBRK $GLXY $GRAB $SEA $META $TGT $SNAP $MU $RKLB $FLY $UNH 持有 $MP $HOOD $EOSE $NVDA $GOOGL $DFLI $SOFI $VIRT $RR $AVGO $BE $ASTS （已达推文股票代码上限，其余同上次帖子，Quantum或Oklo仍建议卖出） _ 强烈买入 ALAB - 数据中心建设的重要组成部分，拥有类似英伟达(NVDA)的利润率，客户包括Mag7。已有来自博通(AVGO)的竞争者，真的不认为Arista会构成竞争威胁。 CRDO - 与ALAB同样的抛售，之前觉得两者都略有高估，但现在回到修正区间，适合补仓。 NBIS - $400目标价牛市情景。宏观顺风来自政府重新开放+10月底降息预期进入财报季，短期前景看好。利好众多（如Meta x CRWV，因此有更多Mag7客户的潜力），分部表现良好，例如Clickhouse，季度收入从$1亿扩展到$15亿+非常惊人。合同已锁定，只是公司执行的问题。 WLAC - 之前在$13时写过投资逻辑。即使在$14.5也很强，因为它可以轻松重估100%+。 LTC - 受杠杆交易者和政府停摆影响。预计停摆将持续一段时间，主要买入理由是ETF获批。但无论如何，低于$100都是很好的买入点，因为最终会获批（~95%概率）。 TSM - 天哪。如果是美国公司这将是$3万亿市值的公司，利润率惊人，对于其规模而言增长率惊人。每篇关于OpenAI X (**Sydney Sweeney合作)或AMD建设/NVDA建设的帖子中，TSM都是核心，即使以历史高点买入，也轻松成为$2万亿+公司（目前约$1.5万亿）。 BTC - $112K是好的入场点。黄金不断创历史新高，基本面没什么变化，只是最近大量清算。 （+ 同上次税务收割股） AMZN - 我真不知道为什么年初至今还在跌。我觉得亚马逊不需要太多解释，但仍在增长（例如AWS积压订单巨大，仍增长24%，当然不如ORCL、GCP等），但考虑到年底季节性和2月前的上涨，现在可能是抄底的最佳时机。AMZN今天触及$213-215是补仓的好机会，因为短期波段交易通常浮动在$218-$227，但长期我预计它会追赶其他Mag7。 SMCI - 被低估。市场关注短期表现，Charles引用的55%+同比前瞻收入增长无人相信+未实现的积压订单。但现在随着所有数据中心建设，这开始说得通了。因此应在接下来两次财报中重估。 _ 买入 AMD - OpenAI x AMD，Oracle使用AMD建设，这么多交易，如果它确实是$NVDA的强劲竞争对手，将重估为潜在$1万亿+公司。我不认为赢家通吃，可以看到$NVDA $4.5万亿+市值和$AMD $3500亿市值，所以我们可以看到大幅拉升（OpenAI通常是前沿模型领导者，如果Sam说他们可以使用AMD芯片+Elon说它对中小模型有益，可能意味着积极信号） FLNC - AI消耗后能源强劲重估，很好的买入。 SEI - AI消耗后能源强劲重估，很好的买入。 BZAI - 别人做过这家公司的深度研究，仅因板块和向边缘计算转移（例如机器人将很热）。由于低市值和类似公司的上涨可能表现良好。 NKLR - 像$OKLO这样的核能股已经起飞，这只是跟随梯队。 IREN - 无需介绍，巨大的GW算力，只是还没有宣布Mag7交易，但随时可能到来 -> 强劲重估。不是强烈买入的唯一原因是因为不完全确信矿工能像CRWV那样转型并保持高利润率（例如$ORCL打击文章），但我们会看到。 WULF - GOOGL积压订单，另外$3.6+亿左右的资金帮助很大。 CIFR - X上有很多关于未来产能和强劲重估的信息。一直喜欢这家公司，因为它是NBIS-lite。你可以买任何Neocloud，因为板块潜力巨大，Mag7将收入注入。 CRWV - 因为债务不像其他人那样喜欢，但由于植物油修正，$134（低于META交易宣布时）是更好的买入点 BITF - Neocloud类别相同 WYFI - Neocloud类别相同 BITF - Neocloud类别相同 GLXY - Neocloud类别相同，有助于其建设 RBRK - 做过深度研究，中期网络安全板块很好的买入，他们只需缩减营销，然后看起来有更多自由现金流，因为他们将大部分运营支出花在营销上。 GRAB - 基本面很好，-6.56%修正再次买入 SEA - 东南亚的AMZN，很多人使用。仅因客户群+变现潜力就买入。基本面$50亿+收入38% Y/Y增长也很好。 META - 我真的很不喜欢他们在AI上的昂贵资本支出，因为他们并没有像ChatGPT那样推出前沿模型，谁知道Zuck在做什么。但除此之外，一个月下跌7.3%，回到$700支撑位，可能在这里买入以追赶是个好主意。 TGT - 下个月股息是好的催化剂。 SNAP - Jenners回来了（有助于人气），他们将前记忆运营支出转为收入，这可能会导致明年巨大的重估。只是受税务收割影响，否则现在会是强烈买入。通常税务收割事件在12月完成。 MU - 现在中国恐惧稍微减弱，MU因为建设中的内存使用而成为更强的买入。 RKLB - 中子，金色穹顶合同，很多催化剂 FLY - 中等提升 UNH - 不受大豆影响的医疗保健股，但有修正。机构发布持仓后可能会上涨（例如Warren可能买了更多） 随机想法 基本上任何不是Oklo的成长/风险股都很好，因为我们有 -> 10月底降息 -> 政府重新开放（可能在10月底或11月初） 进入 -> 12月降息。 -> 中期选举（对股票看涨） 通常市场崩盘发生在紧缩而非宽松时。你的愚蠢量子泡沫可能会再持续3-12个月。如果你做空，可能等到明年2月。 无论如何，这是风险偏好的好时机，特别是搭乘Neoclouds -> 相关板块（例如能源）-> 相关公司（例如smci, tsm等）的趋势。 我半开玩笑地说大豆，因为它可能签署了升级紧张局势，但我可能会看到明年前的上涨。另外我可以写很多关于每一个的内容，但这很耗时，但我会不时发布关于随机股票如$RBRK的投资逻辑帖子。 太空/机器人/能源/量子/AI/半导体/关键垂直领域是目前最顶级的，不要对抗动量。我可以认为某些东西被高估了（例如一些关键材料，因为与Neoclouds相比仍然具有投机性，后者基于Mag7的执行有保证的收入），但我不会在降息时做空它。 只是个人想法，非财务建议
英文原文
The Great Soybean/Seed Oil Crash, personal thoughts and explanations: Strong Buy $ALAB $CRDO $NBIS $WLAC $LTC $TSM $BTC (+ same as tax harvest stocks last time) $AMZN $SMCI _ Buy $AMD $FLNC $SEI $BZAI $NKLR $IREN $WULF $CIFR $CRWV $BITF $WYFI $SLNH $BITF $RBRK $GLXY $GRAB $SEA $META $TGT $SNAP $MU $RKLB $FLY $UNH Hold $MP $HOOD $EOSE $NVDA $GOOGL $DFLI $SOFI $VIRT $RR $AVGO $BE $ASTS (Hit the ticker maximum but everything else from last post, still sell on Quantum or Oklo) _ Strong Buys ALAB - Huge part of datacenter buildout, NVDA like margins, Mag7 customers. Already had competitors from AVGO, really don't think Arista would be a competitive threat. CRDO - Same sell-off as ALAB, thought they were both kind of overvalued before, but now they're back in correction territory so good to stock up. NBIS - $400 PT bull case. We have macro tailwind from government re-opening + rate cut EOM october into earnings, so short term looks promising. Lot of things going for it (eg. meta x crwv, so there's potential for more mag7 clients), sum of parts doing well, eg. clickhouse, and scaling rev from $100m to $1.5B+ a quarter is insane. there's already contracts locked in its just a matter of company execution. WLAC - Wrote a thesis about this earlier at $13. Even at $14.5 strong because it can re-rate 100%+ easily. LTC - Affected by leverage traders and government shutdown. The shutdown is predicted to last awhile and the main reason to buy was the ETF getting approved. But a great buy sub <$100 anyway, because it will get approved in due time (~95% chance). TSM - Holy crap. This would be a $3T company if this were a US company, insane profit margins, insane growth rate for their size. And every post you see about OpenAi X (**sydney sweeney partnership) or AMD buildout/NVDA buildout. TSM is the center of it all and would easily be a $2T+ company (from here at ~$1.5T), even if buying at ATHs. BTC - $112K good entry point. Goldt keeps hitting ATH, nothing really changed fundamentally, just lot of liquidations recently (+ same as tax harvest stocks last time) AMZN - I really don't know how it's still down YTD. I don't think Amazon needs much explaining but still growing (eg. AWS backlog massive, still going like 24% but not as much as ORCL, GCP and others obviously), but with EOY seasonality and runup to Feb, now is probably the best chance to catch the bottom. AMZN hitting $213-215 today was a good chance to stock up since it usually floats between $218-$227 if you're short term swing trading but long term I'd expect it to catchup to other mag7. SMCI - Underrated. Markets were looking short term performance, and Charles was quoting like 55%+ Y/Y forward revenue growth which nobody believed + backlog that didnt get realized yet. But now with all the data center buildouts, now it's kinda making sense. So should re-rate in the next two earnings. _ Buy AMD - So many deals from OpenAI x AMD, oracle building out with AMD, this is going to re-rate to a potential $1T+ company if it's actually a strong competitive to $NVDA. I don't think it's winner takes all and you can see a $4.5T+ market cap size with NVDA and some $350B marketcap size with AMD, so we can see a large ramp up (OpenAI is usually the leader in frontier models and if Sam says they can use AMD chips + elon said its' good for small-medium weight models, prboably means something positive) FLNC - Strong re-rate on energy after AI consumption, great buy. SEI - Strong re-rate on energy after AI consumption, great buy. BZAI - Someone else did a DD on this company, just cause of sector and shift to edge compute (eg. Robotics goign to be hot). Because of low MC and runup of similar companies could turn out well. NKLR - Nuclear stocks like $OKLO have been taking off, this is just follow the lader. IREN - Needs no introduction, huge GW compute capacity just no announced mag7 deals yet but could come anytime -> strong re-rate. Only reason not a strong buy is because not fully convinced miners can pivot like CRWV and maintain great margins (eg. $ORCL hit piece) but we'll see. WULF - GOOGL backlog, another $3.6+ or so in funding helps a lot. CIFR - Lot of info on X about future capacity and strong re-rating. Always liked this company because it was NBIS-lite. You can probably buy any Neocloud and it will go up because the sector is incredibly high potential with Mag7 funneling revenue. CRWV - Didn't like this as much as others because of debt but because of the seed oil correction much better buy point at $134 (below when META deal was announced) BITF - Same in Neocloud category WYFI - Same in Neocloud category BITF - Same in Neocloud category GLXY - Same in Neocloud category, helps with their buildout RBRK - Did a DD on this, great buy for cybersecurity sector in mid term, they just need to scale back marketing and then it looks like they have a lot more FCF because they're spending most OPEX on marketing. GRAB - Great fundamentally, -6.56% correction good to buy again SEA - AMZN in SEA, tons of people use them. Just a buy just because of costumer base + monetization potenetial. Fundamentally growing $5B+ rev 38% Y/Y is also great. META - I really don't like all their expensive capex on AI since they're not really putting out fronteir models like ChatGPT with it, who knows what Zuck is doing. But that aside, down 7.3% over the month, going to $700 support, probably a good buy around here to play catchup. TGT - Dividend next month good catalyst. SNAP - The Jenners are coming back (helps with popularity), they're shifting former memory opex to revenue, and this will probably cause a HUGE rerating next year. Just suffers from tax harvesting otherwise would be a strong buy rn. Usually tax harvesting events are kinda done in December. MU - Now that China fears are kinda less intense, MU is a lot stronger buy just cause of memory use on buildout. RKLB - Neutron, golden dome contracts, lot of cataylsts FLY - Medium lift UNH - Healthcare stock not affected by soybeans but had a correction. Would likely go up one instituions post their ports (eg. warren likely bought more) Random thoughts Basically any growth/risk stock that's not named Oklo is great because we have -> Rate Cut end of month October -> Government re-opening sometime (likely around end of Oct or early Nov) Into -> Rate Cut December. -> Midterms (Bullish for stocks) Usually market crashes happen when there's tightening not easing. And your stupid quantum bubbles would likely continue for another 3-12 months afterward. If you're short, then probably wait till next Feb. Anyway, this is a great time for risk-on, and specially riding trends with neoclouds -> affiliated sectors (eg. energy) -> affiliated companies (eg. smci, tsm, etc). I half joke-about soybeans because it likely signed escalating tensions, but I'd probably see a run-up into next year. Also I could write up a lot about each one but it's pretty time consuming but I'll put on a thesis post about random ones eg. $RBRK, from time to time. Space/robotics/energy/quantum/ai/semi/critical top verticals right now, don't fight against momentum. I can think something is overvalued (eg. some critical materials bc. it's still spectulative compared to neoclouds that kinda have guaranteed rev based on execution from mag7) but I wouldn't short it into rate cuts. Just personal thoughts, NFA
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用游戏卡组比喻构建新云AI基础设施投资组合。
🧙♂️ 召唤艾克佐迪亚，理想的“新云”卡组 艾克佐迪亚卡组： 🧩 $NBIS – 头部 🧩 $WLAC – 左臂 🧩 $IREN – 右臂 🧩 $CIFR – 左腿 🧩 $WULF – 右腿 贪婪壶配置： 🏭 $TSM ⚡ $FLNC 🏡 $GLXY 当这五张牌全部进入你的投资组合时，Sydney Sweeney 将从“新云”降临 https://t.co/dlnjgCAIxl
英文原文
🧙♂️ Summoning Exodia, the ideal Neocloud Deck Exodia Deck: 🧩 $NBIS – Head 🧩 $WLAC – Left Arm 🧩 $IREN – Right Arm 🧩 $CIFR – Left Leg 🧩 $WULF – Right Leg Pot of Greed Setup: 🏭 $TSM ⚡ $FLNC 🏡 $GLXY When all five are in your port, Sydney Sweeney descends from the Neocloud https://t.co/dlnjgCAIxl
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因CIFR大涨跟风买入，未做深入调研。
@soulbiri1 我这么做只是因为我的 $CIFR 持仓今天涨了 29%，而且我看到 Wolf 的图表在那里显得很沮丧。除了知道 $GOOGL 的交易以及它与 CIFR 的相似性外，我没做太多尽职调查(DD)，但还是买了。看看结果如何！
英文原文
@soulbiri1 I'm just doing this because my $CIFR positions went up 29% today and I just saw Wolf's chart sitting there all sad. Didn't do much DD aside from knowing about the $GOOGL deal + similarity with CIFR but bought anyway. Will see how it goes!
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博主因补涨逻辑买入$WULF，以集齐新型云服务商投资组合。
今天，我内心那个WSB（华尔街赌徒）的声音说话了…… 所以今天冲进了 $WULF，在发现它涨幅不大（3.6%）而 $CIFR 和 $WYFI 都涨了28%之后，以此凑齐“Neoclouds”（新型云服务商）的“艾克佐迪亚”（游戏王卡片组合，意指集齐关键组件）。（之前已经少量买入了一些 $WYFI、$WLAC 和 $BITF） $WULF 拥有与 $CIFR 类似的 $GOOGL 合同。https://t.co/0oYU9TtaxV
英文原文
Today the WSB degen inside me spoke... So aped into $WULF today to complete exodia of the Neoclouds after seeing it not go up much (3.6%) while $CIFR, $WYFI both went up 28%. (bought $WYFI, $WLAC and $BITF a little earlier on) Similar $GOOGL contract as $CIFR. https://t.co/0oYU9TtaxV
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质疑Boost财务数据准确性，分析其与Fluidstack合作及获Mag7客户潜力。
Boost 此前预测其年度经常性收入(ARR)为2.75亿美元，毛利率75%，IPO估值6亿美元。我不认为那个790万美元的数字是准确的。此外，Fluidstack 1.8亿美元的 ARR 很可能是一个严重滞后的快照，因为那是2024年的数据。目前尚不清楚他们与 Fluidstack 的合作模式，但鉴于 $CIFR 和 $WULF 正是通过这种方式获得合同，他们有望获得 $GOOGL 等 Mag7 客户的业务。
英文原文
Boost was projecting ARR of $275M forward revenue, 75% gross margin, IPO at $600m valuation. Don't think that $7.9m number was accurate. Also Fluidstack's ARR at $180m is likely a way lagging snapshot since that was 2024. Not too clear how they work with Fluidstack yet, there's potential for Mag7 clients like $GOOGL since that's how $CIFR and $WULF got the contracts.
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提醒新手注意 $WLAC 盘前流动性风险，并分析其作为 Neocloud 的高增长潜力。
给新手的 $WLAC 提示： 尽量避免在盘后/盘前买入这类低流通盘的小市值股票，因为流动性极低且买卖价差（Bid-Ask Spread）很大（如果非要买，请挂限价单）。 例如，目前的买价是 $13.8，卖价是 $15.08，如果你不挂限价单而是直接市价买入，你会立即亏损 9.28%。 此外，与正常交易时段相比，流动性匮乏导致价格波动被放大，次日可能会回归正常。 _ 背景信息：$WLAC 是一家 SPAC IPO，将转换为 Boost，估值约 6 亿美元。 Boost 是一家 Neocloud（新型云服务商），与 $WULF / $CIFR 最相似，因为它们都与 Fluidstack 合作，而 Fluidstack 由 $GOOGL 支持。 其优势在于已有 75%+ 的 EBITDA 毛利率，这非常棒，且营收同比增长 250%，估值较低。它将从近期的 Neocloud 热潮中大幅受益，并可能因获得一份 Mag7（七大科技巨头）合同而大幅重估。 可能在接下来两个月内任何时间 IPO，这只是个等待游戏。
英文原文
Just a heads up about $WLAC to newcomers: Try not to buy these types of low-float small MC stocks after-hours/pre-market due to really low liquidity + high spread (and if you do, place limit orders). Bid-Ask is $13.8, Sell $15.08 right now as an example, so you're losing 9.28% immediately if you don't limit buy a stock and just place a 100x buy order. There's also a lack of liquidity compared to normal market hours so a lot of price movements are inflated + could go back to normal the next day. _ For context, $WLAC is an SPAC IPO that converts into Boost ~$600m valuation. Boost is a Neocloud most similar to $WULF / $CIFR in that they work with Fluidstack, which is backstopped by $GOOGL. The benefit was that they already have 75%+ EBITDA gross margin, which is incredibly great and are 250% rev y/y + low valuation. It should benefit a lot from the Neocloud run recently + could re-rate largely with one mag7 contract. Could IPO anytime in the next two months, it's just a waiting game.
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因行情垂直飙升，停止卖CIFR看涨期权并买入NBIS。
@pepemoonboy 本周我停止了对 $CIFR 卖出看涨期权(CC) 以买入 $NBIS，因为所有走势都呈垂直飙升态势。
英文原文
@pepemoonboy I stopped selling CC's this week for $CIFR to $NBIS because everything is just going vertical.
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上调NBIS目标价至450美元，重申其他新云标的跑赢大盘评级。
随着泰勒·斯威夫特进入新云(NeoCloud)领域，即便GPT-5拥有10GW算力也找不到她持久的男友。 我将$NBIS的1年目标价上调至$450，并重申对其他标的的跑赢大盘(outperform)评级，原因是能源消耗无限。
英文原文
With Taylor Swift entering the Neocloud space, not even 10GW compute on GPT-5 can find her a lasting boyfriend. Raising my 1Y price target on $NBIS to $450 and reiterating outperform on the rest due to infinite energy consumption. $WLAC $CIFR $FLNC $IREN $TSM $AMD $BITF $WYFI $GLXY
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祝贺粉丝AI股56%收益，感叹近期波动剧烈不敢做空。
@Crypto_LogicD @Sandeman52 @babyfolio @sunxliao 恭喜！Neoclouds/AI最近的表现简直疯狂。 我甚至不敢在周期权上卖出CCs（Crypto Clouds, $CCCS）48%的虚值合约，因为像$CIFR或$IREN这样的股票现在一天就能涨22% lol。 不过，56%的回报率确实太惊人了！
英文原文
@Crypto_LogicD @Sandeman52 @babyfolio @sunxliao Congrats! Neoclouds/AI have been insane recently. I’m afraid to sell CCs at 48% away for weeklies on stuff like $CIFR or $IREN cause they go up in 22% a day now lol. But yeah 56% return is spectacular!
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对比FLNC与CIFR，建议分散配置避免过度集中于AI基建。
@woosla79 它们都很好且相关，说实话，如果比较 $FLNC 和 $CIFR，我不知道哪个涨得更快。同时持有两者以获取敞口是不错的，但不要过度集中于人工智能基础设施建设。
英文原文
@woosla79 They’re all really good and related, I don’t know what would go up faster if you compare $FLNC with $CIFR, tbh. Good to have exposure to both, but don’t be overly concentrated on AI buildout.
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分析$RBRK基本面与估值，认为其是网络安全板块好买点，但非最佳机会。
所以人们几乎每隔一条帖子就问起 $RBRK，我知道它在 X 上很火。 为了让大家别再问（我也在 $82 买入了一些 Rubrik），我最终去研究了一下它。 我的研究 TLDR（太长不看版）： - 网络安全公司（该行业估值倍数极高，参考 $CRWD 或 $NET） - 80% 的毛利率（很棒） - ARR（年度经常性收入）超 10 亿美元，同比增长 40-50%（很棒） （对比 NET，ARR 约 22 亿+，同比增长 22%，市值几乎是其 5 倍） - 运营支出 (OpEx)：60-75% 的收入用于营销。这是一个巨大的积极信号。 运营营销支出虽好，但短期看起来很难看，例如 $HOOD 给客户 3% 转账奖励时，这会伤害短期财报，因为具有误导性且没多少人做拆解；但长期来看，当削减支出时，客户粘性高，这对盈利能力帮助很大。 自由现金流 (FCF) 为正，但运营支出分解主要是营销，这是好事，不同于 Snapchat 的谷歌云运营支出。 - 客户基础多元化，像 Cloudflare（如高盛、百事、埃森哲等）。 缺点： - 资产负债表不是最好，约 11 亿美元债务用于资助收购。至少是为了收购。 - 不喜欢其远期收入数字放缓了 20-25%，相比之下 $NBIS 明年增长 700% 或更多。显然不公平比较，但这就是为什么我更看好 Neoclouds（新云基础设施）。 _ 看起来是一个不错的中期持有标的，计划很简单 -> 扩大客户群 -> 缩减营销 + 高粘性客户群 -> 赶上网络安全行业估值倍数并拥有更高的 FCF。 通常这类高毛利率（如 $HOOD 在 $18 时，增长 ~50% y/y）且实现盈利的成长型公司，重估 (re-rate) 幅度最大。 $RBRK 只需在未来减少营销支出，突然就会因为其粘性客户群拥有大量 FCF。 TLDR：网络安全板块的好买点，但其他地方有更好的机会。
英文原文
So people keep asking me about $RBRK almost every other post and I know it's really popular on X. I ended up looking into it so people stop asking (and added some Rubrik to my portfolio at $82). TLDR my own research: - Cybersecurity company (industry trades at extremely high multiples, look at $CRWD or $NET) - 80% gross margins (great) - $1B+ ARR, grew 40-50% Y/Y (great) (comparison to NET, ~2.2B+ ARR, growing 22% Y/Y, almost 5x the MC) - OpEx spend: 60-75% of revenue goes to marketing. This is a huge positive. OpEx marketing spend is great but it looks really bad short term eg. $HOOD when they give customers 3% to transfer, it hurts short term in earnings reports bc it's deceptive and not many people do the breakdown but long term when they cut back on spend, customers are sticky and this helps a lot with profitability. FCF was positive, but breakdown of opex expenses was mainly marketing, which is a good thing, unlike Snapchat google cloud opex. - Diversified client base like Cloudflare (eg. goldman, pepsi, accenture, etc). Downsides: - Balance sheet not the best, $1.1B debt or so to fund acquisitions. At least it's about acquisitions. - Don't like how their forward revenue numbers slowed down 20-25% compared to something like $NBIS growing like 700% or something more for next year. Obviously unfair comparison, but that's why I liked Neoclouds more. _ Looks like a good mid term hold with a pretty simple plan -> scale customer base -> scale back marketing + sticky base -> catch up to industry multiples in cybersecurity and hv higher FCF. Usually these types of growth companies with high gross margins (eg. $HOOD back at $18, growing ~50 y/y) that turn profitable, re-rate the hardest. $RBRK just gotta spend less on marketing down the road and suddenly they have a lot of fcf with their sticky customer base. TLDR: Great buy for cybersecurity sector, better opportunities elsewhere.
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解析$NBIS全栈优势及分部估值，给出$400目标价，对比$CIFR/$IREN。
我仍持有6位数的随机$CIFR期权，但信心不高。 简短总结我对$NBIS比其他公司更有信心的原因： -Nebius是全栈式(full-stack) -> 利润率更高（GPU利用率的软件编排，我们曾讨论过其重要性，以及从$ORCL建设失败中建立的护城河，还有$CRWV收购大量软件公司的原因）。 -分部估值(sum of parts)（例如FTX投资Anthropic、$HOOD，它们在几年内都上涨了1000%）即使利润率受压，也能比主营业务更持久，且$NBIS在Clickhouse等优秀公司中持有大量股份。 -更分散的客户群（也从$ORCL那里学到了其重要性）用于建设->使用，相比其他Neoclouds。 高置信度$400目标价，牛市情景下1年内$1000亿市值。 我也做多$IREN等，仅因其电力容量，或$CIFR作为“轻量版Nebius”在融资+Mag7客户方面，但这与我坚信一家公司vs认为其基本面将跑赢略有不同。
英文原文
I still have 6fig in random $CIFR strikes but not high conviction. Short TLDR on why I have high conviction in $NBIS compared to others is because -Nebius is full stack -> higher margin (software orchestration for GPU utilization, we why that's important and a moat from $ORCL build-out failure, and why $CRWV bought out a lot of software companies). -sum of parts (eg. FTX investing in Anthropic, $HOOD, where they all went up 1000% over a few years) can outlast a main business even if margins got compressed and $NBIS has a large stake in great companies like Clickhouse -more diversified client base (learned from $ORCL why that's important too) for buildout -> usage compared to other Neoclouds. High conviction $400 PT, $100B MC in 1Y for a bull case. I'm long stuff like $IREN too just because of their power capacity or $CIFR being Nebius-light in terms how they did fundraising + Mag7 client but it's slightly different me believing in a company vs. thinking they will outform from fundamentals.
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博主首次公开高确信度持仓列表，详解6只核心多头及1只百倍潜力股的建仓逻辑。
这是我首次发布我的高确信度持仓列表。 这是我的6只最高确信度多头持仓，以及1只新的1000%潜力“登月”标的🚀 按首次买入时间及我建立确信度的时机/原因排序。 5年持仓： $RKLB ($16 | $28) $TSM ($120 | $245) $HOOD ($11.27 | $18) $BTC ($3k | $57k) 2年持仓： $NBIS ($28 | $99) $ALAB ($55 | $95) 1000%登月标的（确信度不如其他，但我认为它最有希望实现10倍增长） $WLAC ($13 | $13) 以下是观点变化的原因： 1. $RKLB -> 自特朗普宣布成立太空军以来，我就知道太空行业正在快速增长。当时我想投资SpaceX，但没有替代选择。 所以当$RKLB在Reddit上开始流行时，我买了它。他们在小型运载火箭方面有很高的成功率，但除此之外没什么特别的。 几个月后股价达到$28左右时，他们开始开发中型有效载荷，SpaceX以3500亿美元估值完成了一轮大额融资，我开始看到RocketLab在5年或10年（当时正在开发Neutron）内市值增长的潜力，并由此建立了确信度。 2. $TSM -> 我一直知道台积电(TSMC)对半导体至关重要，但因台湾地缘政治风险而未建立大仓位。但在~$245时，美国开始了关乎国家安全的最大规模AI基础设施建设，$NVDA等公司创下历史新高。 这一切的核心是$TSM。我认为如果它是美国公司，估值将超过3万亿美元。 3. $BTC -> 我一直喜欢比特币，大学时朋友向我介绍。我曾用它支付数字商品，因为当时的PayPal不支持匿名支付，我也不喜欢向商家透露身份。 我一直喜欢比特币作为价值存储/支付手段，但当美国政府+美联储最终支持比特币作为黄金的替代品时，它变成了高确信度持仓。 我有一篇关于美国政府为何对比特币+稳定币有战略利益的长篇论文，改天再发。 4. $HOOD -> 金融基础设施已破碎。业内人尽皆知。 我喜欢Robinhood，因为我认识的散户用户都在用。作为一家金融科技公司的运营者，他们开发产品的速度（甚至与初创公司相比）令人惊叹。 从信用卡产品到银行服务，再到投资，他们确实让一切变得更好，然后直接向其庞大的用户群发布产品。 当然，与半导体/超大市值公司相比，金融科技公司的增长有上限，但如果其银行服务成功并持续创新，未来可能成为一家6000亿美元+的公司。 _ 1. $NBIS - 起初我承认自己在不看基本面情况下进行了波段交易。一切在Mag7开始与所有Neoclouds签约，特别是微软与Nebius签署170亿-190亿美元合同时发生了改变，这完全赋予了它新的重估逻辑。我开始研究基本面和他们拥有的资产，对其增长率感到震惊。 我相信它在1-2年内轻松达到$400（1000亿+市值）。 2. $ALAB - 许多Mag7公司都在Stargate + AI数据中心建设中使用它们。当然，其营收数字相对于当前市值很小，但其利润率像$NVDA一样，且同比增长100%+，这很惊人。谁知道它们能增长多高。 _ 1. $WLAC - 现在是最有趣的一个，如果我对任何小盘股/仙股有强确信度，那就是这个。Boost已经与Fluidstack合作（后者已为$GOOGL合同构建了$CIFR和$WULF，并将它们的估值提升至40-70亿）。 而在目前6亿美元IPO下，这很容易增长到[某公司]的市值。（之前已发过关于投机基本面的小论文）。因此我认为这是最可能实现1000%增长的标的。 _ 我也提到过$FLY作为潜在1000%标的，或$AMD因OpenAI 1000亿+远期收入而成为绝佳买入，但这与单纯相信公司/资产的高确信度略有不同。
英文原文
This is the first time I'm posting my high conviction list. These are my 6 highest conviction longs and 1 new 1000% moonshot🚀 Sorted by first bought and ~when/why I developed conviction. 5 Years: $RKLB ($16 | $28) $TSM ($120 | $245) $HOOD ($11.27 | $18) $BTC ($3k | $57k) 2 Years: $NBIS ($28 | $99) $ALAB ($55 | $95) 1000% Moonshot (don't have high conviction like the others, but I included this I currently believe this has the best chance to 10x) $WLAC ($13 | $13) Here's what changed: 1. $RKLB -> I knew Space was rapidly growing since Trump announced Space force. I wanted to invest in SpaceX at the time but there was no alternative. So I bought $RKLB when it started getting popular on Reddit. They had a high success rate with small-lift, but aside from that there wasn't anything special. Around the $28 mark a few months later, they started developing a medium-lift payload, SpaceX raised a large round at $350B, and I started seeing the potential for RocketLab to grow in that marketcap whether it's 5 years or 10 years (when they were developing Neutron) and I developed my conviction around it. 2. $TSM -> Always knew that TSMC was fundamental to semiconductors, but didn't build large positions because of Taiwan geopolitical risk. But around ~$245, America began the biggest build-out of AI infrastructure critical to national security with $NVDA and others hitting all time highs. In the center of it all, there's $TSM. I believe if it's an America company, it would be valued at $3T+. 3. $BTC -> I always liked Bitcoin, my friends introduced it to me back in college. I used it to pay for digital goods and stuff because Paypal at the time didn't have anonymous payments, and I didn't like sharing my identity to merchants. I've always liked Bitcoin as a store of value/payment, but when the US government + Fed finally supported Bitcoin as a alternative to Gold, it changed to high conviction. I have a whole really long thesis about why US Gov has a strategic interest in Bitcoin + Stablecoins but I'll post it another day. 4. $HOOD -> Financial infrastructure is broken. Everyone in the industry knows it. I liked Robinhood because all the retail users I know use it. And as someone who runs a fintech company, the speed at which they developed products (even compared to Startups), is astonishing. From credit card products, to banking, to investing, they've actually made everything better and then just ships products to their already-large userbase. Of course, there's an upper-cap in how large fintechs grow compared to semi/mega-cap, etc, but it could be a $600B+ company in the future if their banking products succeed and they continue with innovation. _ 1. $NBIS - I'm guilty of swing trading it without looking at fundamentals near the beginning. Everything changed, when Mag7 started signing deals with all the Neoclouds, and Microsoft signing a 17B-19B deal with Nebius completely gave it a new-rerating. I started looking into fundamentals, the assets they own, and I was blown away at their growth rate. I believe it could be easily be $400 (100B+ marketcap) in 1-2 years. 2. $ALAB - They're used by so many Mag7 companies for the Stargate + AI data center buildout. Of course, their revenue numbers are small compared to their current MC but their Margins are like NVDA and they're growing at 100%+ Y/Y, which is amazing. Who knows how high they'll grow. _ 1. $WLAC - Now for the fun one, if I had to have strong conviction any small cap/penny stock, it would be this. Boost already works with Fluidstack (which built $GOOGL contracts with $CIFR and $WULF already, and boosted their valuations to 4-7B). And at a $600m IPO now, this could easily grow to 's marketcap. (already made a small thesis post earlier about speculative fundamentals). Hence why I believe this is the most likely 1000% out of anything. _ I mention other things like $FLY as a potential 1000% too or $AMD as a great buy due to OpenAI 100B+ forward revenue but it's slightly different compared to having high conviction in terms of just believing in the company/asset.
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Coreweave是新云核心但债务风险高于同行。
@Solar_Twelve 我实际上已经触及了 X 平台股票代码数量的上限，否则我会讨论更多从 $AMD 到 $CRWV 的内容。不过，Coreweave 确实是新云(Neocloud)交易的核心，但相比 NBIS 或 CIFR，其债务状况相当糟糕。
英文原文
@Solar_Twelve I actually hit the X ticker maximum otherwise I would have talked about more stuff from $AMD to $CRWV. But yeah, Coreweave is at the center of the Neocloud trade but they have pretty toxic debt compared to NBIS or CIFR.
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基于周五大跌，列出AI/加密/太空股买卖清单，看好Neocloud及算力基建。
基于周五收盘（SPY跌3.6%）的思考与解释 强烈买入 $IBIT $LTC $WLAC $NBIS $MP $TSM （针对明年） $ETOR $DKNG $SNAP 买入 $UPWK $CRDO $ALAB $AMZN $META $UNH $SG $TGT $BULL $FLY $CIFR $WULF $IREN $GLXY $SMCI $DELL $MRVL 持有 $RKLB $HOOD $RBRK $MU $HOOD $GRAB $MARA $RIOT $NVO $RR $ELOSE $FLNC $SEI $PLTR 卖出 $CRCL $ETH $BMNR $PL $BKSY 强烈卖出 $RGTI $OKLO $IONQ $QBTS $QUBT _ 解释： IBIT - 跌至10.4万美元，比特币需求来自机构，关税担忧被夸大，并引发了历史上最大的清算事件之一。在我看来，清算后是购买加密货币的最佳时机。Polymarket仍定价年底有55%几率达到13万美元，但无论如何，比特币长期来看总是好的买入标的。 LTC - 单日下跌24%。使用10倍杠杆的人可能在抢先交易ETF并在交易所被清算。这可能是我见过的在98美元以下买入的最佳时机，因为政府停摆结束后ETF可能会获批。 WLAC - 由于与Fluidstack（帮助WULF和CIFR获得GOOGL背书的公司）的合作，以6亿美元估值成为有史以来最好的Neocloud SPAC IPO 1000%机会之一，而这两家公司估值为40-70亿美元。作为背景，他们将在Q4 IPO，所以你可能需要等待约2个月。 NBIS - 我持有信心最强的买入标的，明年任何Neocloud中都有400美元的激进目标价。 MP - 稀土的国家安全风险（+其他从勘探到锂电池的稀有材料股票表现可能会很好）。 TSM - 所有AI基础设施的骨干 _ 强烈买入的税务收割股票池 （可能需要等到明年） ETOR - 在38美元处严重超卖，可能是正在进行的税务收割事件叠加亏损。 DKNG - 本质上是一只成长股。鉴于市值，营收数据惊人，但他们处于年度低点-15%。可能受不受宏观影响的税务收割影响。 SNAP - 如果你读过我的论点，他们130亿美元的市值对应13亿美元的季度营收……我相信在降低运营支出+通过货币化GCP存储增加营收后，他们明年会重新评级。这只是市场何时定价的问题，但这需要1年以上。后投资者没有耐心。再次，可能受至今表现导致的年底税务收割影响。 _ 买入 UPWK - 昨日下跌4.5%，基本面极佳，~8亿同比营收，70%~或80%~的毛利率在增长，2亿回购，22亿市值。可能受罗素指数抛售影响。 CRDO - 数据中心交易，Mag7使用它们。 ALAB - 数据中心交易，Mag7使用它们。 AMZN - 虽然受到100%中国关税的实质性影响，但他们不会失去任何东西，因为成本会转嫁给商户或客户。 META - 可能因中国关税导致广告收入减少（例如，像Temu这样的中国供应商可能不会购买广告位），但仅基于-6%的1个月低点+作为落后于亚马逊的Mag7成员，我更看好它。 UNH - 医疗保健不太受100%中国关税或稀土影响。 SG - 下跌可能由于表现不佳+税务收割，但它几乎是1倍市销率（P/S）哈哈。 TGT - 我会将其列为强烈买入，因为股息催化剂+刚刚触及5年低点，但尚未对中国关税对该股票的影响做足够的研究。 BULL - 以与HOOD相似的速率增长，其基本面对于市值来说并不完全出色，但你会基于零售客户群和未来货币化潜力进行投资。 FLY - 我之前做过DD，但中型有效载荷很可能在2027年与诺斯罗普合作成功，这需要大量的耐心以换取潜在的1000%回报。 CIFR - Neocloud交易，始终看涨。像Meta X CRWV一样，更多细节可能很快公布。 WULF - Neocloud交易看涨。 IREN - Neocloud交易看涨。他们的融资轮次价格如果我记得没错的话是其股价的70%+，这是一个看涨信号（例如NBIS和CIFR在融资轮次后都达到了这一点）。 GLXY - Neocloud交易的一部分。 MRVL - 市场尚未充分定价其像NVDA一样56%的同比增长。 SMCI - 数据中心/星门建设 DELL - 数据中心/星门建设 _ 卖出 CRCL - 我会不断重复这一点，除非Circle能展示其能在利息收入之外货币化USDC，否则COIN优于Circle。因为COIN实际上获得50%的收入分成，再加上其平台上100%的收入。 ETH - 我会不断重复这一点，但我个人不会在3000美元以上买入。所以即使它下跌16%（你可以尝试波段交易，反弹至4000美元+），也始终有继续级联下跌至3000美元以下的风险，我已经数不清历史上发生过多少次了。 BMNR - 基本面与ETH挂钩。 PL - 太空股票已经上涨很多，我认为像RGTI和其他股票一样，基本面并未反映其市值。 BKSY - 太空股票已经上涨很多，我认为像RGTI和其他股票一样，基本面并未反映其市值。 强烈卖出 RGTI - 市值与估值极度脱节 OKLO - 市值与估值极度脱节 IONQ - 市值与估值脱节 QBTS - 市值与估值脱节 QUBT - 市值与估值脱节 显然存在中美贸易战的宏观压力，但这都不是新信息（中国稀土出口管制已为人所知一段时间+美国已经对中国商品征收关税） 我们正走向定价为70%的两次更多降息，以及大幅修正以清洗高估的泡沫并清算杠杆（例如加密货币），这将帮助市场走向更高的高点。我将始终推荐股票，因为对于好公司，如果你等待足够长的时间，它们可能会跑赢（但如果出现随机的宏观风险，短期可能会跑输）。 中期来看，我对Neoclouds在未来一年AI快速建设期间最为看好 -> 机器人/太空可能是之后的下一个前沿。 （该推文引用了 @aleabitoreddit 的推文，引用内容仅供理解语境）: Neocloud论点：超大规模资本支出漏斗 为什么我要投入150万美元+到Neoclouds，以及为什么这可能是200-300%+的回报。 🔹 类别 Mag7合同：$CRWV, $NBIS ✅, $WULF, $CIFR ✅ 带算力：$IREN ✅, $BITF 投机性：$WYFI, $GRRR ✅, $SLNH 转向HPC的矿工：$RIOT, $MARA, $CLSK, $HUT 论点： Mag7的AI算力紧张，这是由$NVDA设计导致的。 原本流向AWS、MSFT Azure、Google Cloud用于传统算力的数万亿美元资本支出，现在当他们无法处理来自Anthropic、OpenAI、Gemini等的新AI负载时，将流入Neoclouds。 这是一个十年一遇的机会，类似于使$NVDA成为4万亿美元公司的GPU军备竞赛，关于谁将为未来5-10年的AWS/Azure等提供基础设施。 NBIS（来自MSFT的170亿）、CIFR / WULF（来自GOOGL的30亿）、CRWV（由NVDA背书）都在以百分之几百的速度扩张（NBIS从1.5亿季度营收到可能的15亿+），毛利率为60-80%。 这种营收增长在历史上几乎闻所未闻。这主要是因为最富有的超大规模公司将资本支出注入小公司。 NVDA / TSM (2022->): 超大规模公司的GPU CRDO / ALAB (2024 ->): 超大规模公司获胜 -> 抛物线增长。 NBIS/CIFR/IREN等 (2025 - ) AWS/Azure等 -> 来自AI算力的抛物线增长 这就是如何获得百分之几百的回报，而不是在Paypal上进行价值投资。动量驾驭下一代公司。 所以看空论点通常涉及 - 执行风险（以前更投机，现在像NBIS这样的公司有40亿+来执行） 人们总是担心执行，但微软或谷歌不会在没有自己尽职调查的情况下签署如此大的5-10年合同。 - 高利率（主要看你CRWV），这就是为什么NBIS、CIFR和其他公司有潜在的惊人回报。 你有40亿+的资金用于$NBIS在138美元+每股（当它是107美元时）。以及$CIFR在16美元+每股的资金当它是11美元时。高于当前价格的融资是一个看涨信号。 - GPU折旧（有效的担忧，但它几乎像石油，即使是旧型号也保持价值并仍然提供权益）。 - 估值（我认为我们才刚刚开始。如果NBIS明年扩展到60亿营收75%毛利率），260亿市值非常小。 - NVDA可能推出自己的GPU即服务并直接竞争。目前这些Neoclouds是NVDA防止对Azure/AWS等集中风险的答案。 - 自定义超大规模芯片如TPU、Trainium。但可能还需要几年，因为他们仍在乞求NVDA算力并签署了5-10年合同。 无论如何，像Nebius这样的Neoclouds相对于远期营收/毛利率确实被低估了。 我们仍然非常早期。确保像特朗普选举时的Crypto/TSLA或OpenAI发布时的NVDA一样驾驭Neocloud浪潮。 当然这是高度投机的，我不会建议全仓YOLO，但为Google/MSFT等AI工作负载提供动力的这些5-200亿Neoclouds的风险回报是值得的。（交易时间范围：8个月-1年。） 这是2025-2026年最好的非对称AI基础设施交易。
英文原文
Based Friday Market Close (-3.6% SPY day), Thoughts and Explanations Strong Buy $IBIT $LTC $WLAC $NBIS $MP $TSM (For Next Year) $ETOR $DKNG $SNAP Buy $UPWK $CRDO $ALAB $AMZN $META $UNH $SG $TGT $BULL $FLY $CIFR $WULF $IREN $GLXY $SMCI $DELL $MRVL Hold $RKLB $HOOD $RBRK $MU $HOOD $GRAB $MARA $RIOT $NVO $RR $ELOSE $FLNC $SEI $PLTR Sell $CRCL $ETH $BMNR $PL $BKSY Strong Sell $RGTI $OKLO $IONQ $QBTS $QUBT _ Explanations: IBIT - Dumped to $104k, Bitcoin demand has been institutional, tariff fears overblown, and caused one of the biggest liquidation events in history. IMO post-liquidation is the best time to buy crypto. Polymarket still pricing in 55% chance to $130K EOY, but either way Bitcoin is always a good buy long term. LTC - Down 24% in one day. People on 10X margin were likely frontrunning ETF and got liquidated one exchanges. Probably the best time I've seen to buy sub $98 because ETF will likely get approved when government shutdown stops. WLAC - One of the best Neocloud SPAC IPO 1000% opportunities ever at $600m valuation because of their partnership with Fluidstack (the ones that helps WULF + CIFR get backstopped by GOOGL), and both of those are $4-7B. For context they're IPOing Q4, so you might need to wait ~2 months. NBIS - Strongest conviction buy I've had, $400 aggressive PT for next year out of any Neocloud. MP - National security risk for rare earths (+other rare materials stocks from exploration to Lithium batteries will likely perform well). TSM - Backbone of all AI Infrastructure _ Strong Buy Tax Harvesting Bucket of Stocks (Might need to wait for next year) ETOR - Way too oversold at $38, likely tax harvesting event going on compounding losses. DKNG - Fundamentally a growth stock. Revenue numbers are insane given market cap but they're -15% yearly low. Likely compounded by tax harvesting unaffected by Macro. SNAP - If you read my thesis, they're doing 1.3B quarterly revenue off a 13B marketcap... I'm convinced they will re-rate next year after lowering opex + increasing revenue from monetizing GCP storage. It's just a matter of when the market will price this in, but this is 1Y+ out. Post investors aren't patient. Again likely affected by EOY tax harvesting due to performance so far. _ Buys UPWK - Down 4.5% from yesterday, amazing fundamentals, ~800m y/y rev off 70%~ or 80~ gross margins thats growing, 200m buybacks, 2.2B market cap. Likely affected by Russell selloff. CRDO - Data Center Trade, Mag7 uses them. ALAB - Data Center Trade, Mag7 uses them. AMZN - It's materially affected by 100% Chinese tariffs but they won't lose anything, since it gets passed onto the merchant or customers. META - Probably less ad revenue by Chinese tariffs (eg. Chinese vendors like Temu, might not buy adspace), buy just based on -6% 1m low + Mag7 laggard with Amazon, I like it more. UNH - Healthcare not really impacted 100% Chinese Tariff or rare earths. SG - It's down likely due to bad performance + tax harvesting but it's almost 1 P/S lol. TGT - I'd put it Strong Buy due to dividend catalyst + 5Y low just now, but haven't dont enough research on the effect on Chinese tariffs on the stock yet. BULL - Growing at similar rates asHOOD, their fundamentals aren't exactly great for the market cap but you would invest based on retail customer base and the future potential for monetization. FLY - I did a DD on this earlier but Medium Lift Payload likely to succeed with Northrop in 2027, it takes a TON of patience for a potential 1000% moonshot. CIFR - Neocloud trade, always bullish. Like Meta X CRWV, more details likely to come soon. WULF - Neocloud trade bullish. IREN - Neocloud trade bullish. Their funding round was at some number 70%+ of their stock price if I remember correctly, which is a bullish tell (eg. NBIS and CIFR both hit that after their fundraising round). GLXY - Part of Neocloud trade. MRVL - It's not really priced in that it's growing 56% Y/Y like NVDA. SMCI - Data center/stargate buildout DELL -Data center/stargate buildout _ Sell CRCL - I will keep repeating this but COIN is better than Circle unless Circle can show they can monetize USDC outside from interest income. Because COIN literally gets 50% revenue sharing and on top of that 100% of the revenue on its platform. ETH - I will keep repeating this but I will not personally buy above $3000. So even if it dips 16% (you can take the chance of a swing trade, back up to $4k+), there's always the chance it keeps cascading down below $3k and I've lost track of how many times this has happened in history. BMNR - Tied with ETH fundamentally. PL - Space stocks have gone up a lot, I think with stuff like RGTI and others, fundamentals haven't mirrored it's marketcap. BKSY - Space stocks have gone up a lot, I think with stuff like RGTI and others, fundamentals haven't mirrored it's marketcap. Strong Sell RGTI - market cap extremely disconnected from valuation OKLO - market cap extremely disconnected from valuation IONQ - market cap disconnected from valuation QBTS - market cap disconnected from valuation -market cap disconnected from valuation There's obviously a macro overhead with China x USA trade wars going on, but none of this was new information (Chinese rare earth export controls have been known for awhile + US has already been tarrifing Chinese goods) We're heading into 2x more rate cuts priced in at 70% and large corrections to cleanse the overvalued froth and liquidate margins (eg. Crypto), will help the market go to higher highs. I will always recommend shares because with good companies, if you wait long enough they will likely outperform (but short term underperform if there's random macro risk). Mid term I'm the most bullish on Neoclouds for the next year during the rapid AI buildout -> Robotics/Space likely next frontier after that.
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关税冲击致市场恐慌，建议现金抄底非直接受损股，作者认亏持仓。
让人想起越南的闪回。 说笑归说笑，特朗普对中国进口商品加征100%关税并限制关键软件对华出口后，市场下跌超过3.65%。 这一突发事件是理性的重新定价，但也由恐惧和追加保证金通知（margin calls）所催化（盘后，例如$IREN下跌21%，或$BTC跌至10.7万美元）。 这通常预示着增长放缓和通胀上升（降息概率降低）。 然而，Polymarket和美联储期货数据仍显示到2025年有70-72%的概率进行3次降息。明年的中期选举通常对股市有利。而且我们正接近季节性行情的尾声，这通常对股市最有利。 当然，许多股票在交火中下跌，没有任何直接暴露，例如$UNH或$DKNG（例如Draftkings与中国、进口等无关，因为它是美国体育相关的，但下跌了9.4%）。 简而言之：可能是短期的关税冲击，轻微的宏观风险，以及由恐惧引发的整体抛售，但随后将恢复。 现在市场已关闭，在流动性低、利差大的时候（如盘后/隔夜）可以赚很多钱（在早期的关税事件中，$HOOD隔夜从45美元跌至28美元，随后大幅反弹至100美元以上）。 正是由于这类随机事件，我不建议持有期权，因为头寸可能会瞬间被核爆。 如果你持有现金头寸，去为极端抛售寻找便宜货，例如$CIFR下跌16%至14美元，而不是恐慌性地卖出你自己的头寸。 否则，这类事件通常只是短期的冲击，我们可能会看到在10月下旬降息前的恢复。当然，前提是股票没有像$QLCM、$NKE、$MU、$CDNS等那样受到中国收入的实质性影响。 （我没有预料到反应的严重程度，今天损失了不少，但将持有头寸）。
英文原文
Getting Vietnam flashbacks. Jokes aside, markets dropped 3.65%+ after Trump tarrifs Chinese imports by 100% and restricts the export of critical software to China. This surprise event was rational repricing but also catalyzed by fear + margin calls (after hours, with $IREN dropping 21% for example, or $BTC dropping to $107k). What this typically foreshadows is slower growth and higher inflation (lower rate cut odds). However, Polymarket and Fed futures data still shows 70-72% of 3 rate cuts by 2025. Midterm elections next year are also generally bullish for stocks. And we're approaching end of season seasonality, which is typically the best for stocks. And of course, many stocks dropped in crossfire without any direct exposure, such as $UNH or $DKNG (eg. Draftkings has nothing to do with China, imports, etc. since it's US sports related, but fell 9.4%) TLDR: likely a short term tariff shock, mild macro risk, and a overall sell-off from fear, but into recovery. Now that markets are closed, a lot of money can be made is in times of low liquidity high-spread like after-hours/overnight (during earlier tariffs, $HOOD dropped from $45 to $28 overnight then went on a massive rally to $100+). Random events like these are why I don't recommend options as positions can be nuked up in an instant. If you have cash positions, go bargain hunting for extreme selloffs, eg. $CIFR dropping 16% to $14, instead of panic selling your own positions. Otherwise, things like these are usually short term from shock, and we'll likely see a recovery frontrunning rate cut in late October. That of course if the stock isn't materially impacted from China revenue unlike $QLCM, $NKE, $MU, $CDNS, etc. (I didn't expect the extent of the reaction, lost a decent amount today, but will hold positions).
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分析$FLY与诺斯罗普合作开发中型火箭的潜力，认为其风险回报优于$RKLB。
自从我在 Reddit 发帖后，很多人询问我的 $FLY 投资论点，现在分享如下： Firefly 是一家像 $RKLB 这样的火箭公司，正在开发可重复使用的中型运载火箭。 目前唯一存在的竞争对手是 SpaceX。 他们目标在 2026-2027 年实现，如果成功，公司市值将重估至 300-700 亿美元，较当前（44 亿美元市值）增长 1000-2000%。 更多细节： 300-700 亿美元的市值估算基于 $RKLB 的估值倍数，且仅假设中型运载火箭业务成功。（我忽略了其他业务板块和当前超过 10 亿美元的订单积压）。 在中型运载火箭业务上：预计年收入约 9-13 亿美元，在可行的发射节奏（8-12 次）下，毛利率为 30-40%。猎鹰系列火箭的定价支持这一预期。 所以现在唯一的问题是，FLY 能成功吗？ 在 Firefly 最近一次发射失败后，股价下跌 50%，市场已经计入了未来失败的风险。看空者指出 Alpha 火箭的失败代表了执行风险。然而，他们完全错误地定价了这种风险... 他们应该问的问题是：诺斯罗普 (Northrop) 和 Firefly 能否共同成功？ 这是美国最大的航空航天国防承包商之一诺斯罗普，与一家市值仅 40 亿美元的发射公司之间的联合开发 (Co-development)。 诺斯罗普此前曾拥有自己的中型运载火箭，但不得不终止。诺斯罗普之前的发射器 Antares 230 在俄罗斯 2022 年入侵乌克兰之前运行正常，随后供应链被切断。 然而，诺斯罗普面临生存问题：它无法再制造自己的第一级火箭。因此，为了节省时间，他们寻找一家拥有现成推进系统和结构的美国合作伙伴：Firefly。 -> 动机：Firefly 的 Miranda 发动机提供了即插即用的替代方案，可立即构建中型运载火箭。 现在你拥有一枚在 2026-2027 年可由 Firefly 货币化的中型运载火箭（因为诺斯罗普持有该公司股份），只需使其可重复使用，这是最难的部分。 但诺斯罗普不仅仅是“帮忙”。它在各个方面结构性地降低了风险。诺斯罗普的系统加上 Firefly 的新太空发动机，占据了稀缺且高需求的护城河（美国可重复使用中型运载火箭），这已通过 TacRS 和超过 10 亿美元的订单积压以及美国“金穹”防御系统催化剂得到验证。 因此，购买 Firefly 的风险回报比是合理的，前提是公司在中型运载火箭上成功并建立巨大的护城河，成为下一个 SpaceX。 （我的投资组合中也有 $RKLB，但我认为由于中型运载火箭已与诺斯罗普合作存在，成功实现可重复使用中型运载火箭的机会高于正常水平。） 显然，Rocket Lab 实现可重复使用中型运载火箭的成功概率更高，但这已经反映在其 320 亿美元以上的市值中，相比之下 Fly 的市值仅为 44 亿美元。 我认为 $FLY 在当前估值下是一个有趣的 10 倍潜力股，前提是它能在未来一两年内成功。另外，我只是真的很喜欢火箭。 我还让 Grok 计算了概率，因为 XAI 由火箭人 (Rocketman) 本人拥有。 输出： 到 2027 年底，Rocket Lab 有 90% 以上的机会实现可重复使用中型运载火箭飞行（可能在 2026 年中），得益于其先发优势、经过验证的执行力和内部控制。 Firefly/诺斯罗普达到 75-80% 的概率，得益于诺斯罗普的遗产，但受限于 Firefly 较新的运营记录。额外的一年缩小了差距——如果 Antares 330 按时飞行且 Miranda 发动机规模化，Firefly 可能在 2027 年底匹配或超过 Neutron 的节奏。 如果两者都成功（这是一个巨大的假设），RKLB 的市值可能重估至 600 亿美元，$FLY 可能重估至 400 亿美元，只是因为太空 TAM（总可寻址市场）因国家安全风险和企业部门建设而迅速增加，可能只需再等一年。
英文原文
People have been asking for my $FLY thesis since my Reddit post, so here it is: Firefly is a rocket company like $RKLB, and is developing a reusable medium-lift rocket. The only one that exists is SpaceX. They target 2026-2027, and if they succeed, the company would re-rate to a 30-70B market cap, 1000-2000% from here (4.4B MC) More details: The 30-70B marketcap estimate is priced off $RKLB multiples, and only on medium-lift working. (I'm ignoring other business segments and current $1B+ revenue backlog). In a year with medium-lift: ~$0.9–1.3B revenue, with 30–40% gross margins at workable cadence (8–12 flights). Falcon-class pricing support this. So now the only question is, can FLY make it work? After Fly's individual company latest launch failure, the stock dropped 50% and the market is already pricing in the feature of failure. The bears are pointing to Alpha's failures for execution risk. HOWEVER, they're pricing the risk in completely wrong... The question they should be asking is, whether both Northrop + Firefly can make this work? This is a CO-DEVELOPMENT between Northrop, one of America's largest military contractors for Aerospace with some tiny $4B marketcap launch company. Northrop literally had its own medium-lift rocket before but they had to sunset it. Northrop’s prior launcher, Antares 230 worked before Russia’s 2022 invasion of Ukraine, then the supply chain was cut off. However, Northrop faced an existential problem: it couldn’t build its own first stage anymore. So they went looking for a U.S. partner with ready-made propulsion and structures for the sake of time: Firefly. -> Motivation: Firefly’s Miranda engines offered a plug-and-play replacement to immediately build a medium lift launcher. And now you have a medium lift launcher in 2026-2027 that Firefly monetizes (because Northrop took a stake in the company), just need to make it re-usable, which is the hard part. But Northrop doesn’t just “help.” It structurally lowers risk across every aspect across the board. And Northrop’s system + Firefly’s new-space engines hits a scarce, high-demand moat (U.S. medium-lift with reuse), already validated by TacRS and a $1B+ backlog + US golden dome defense system catalyst. So, risk reward of buying Firefly on the company succeeding on Medium-Lift Launcher and developing a huge moat to be the next SpaceX, is decent. (I also have $RKLB in my portfolio too, I just see the opportunity of succeeding in reusable Medium Lift to be higher than normal because it medium-lift already existed with Northrop). Obviously Rocketlab has a higher probability of success achieving reusable medium lift, but that's already priced into its 32B+ marketcap, compared to a 4.4B Fly marketcap. I just find $FLY to be an interesting 10x moonshot at this valuation in the chance it works in the next year or two. Also I just really like rockets. I also had Grok calculate the odds since XAI is owned by Rocketman himself. _ Output: By end-2027, Rocket Lab has a 90%+ chance of achieving reusable medium-lift flights (likely by mid-2026), driven by their head start, proven execution, and in-house control. Firefly/Northrop reaches 75–80% probability, bolstered by Northrop’s legacy but tempered by Firefly’s newer operational track record. The extra year narrows the gap—Firefly could match or exceed Neutron’s cadence by late 2027 if Antares 330 flies on time and Miranda engines scale. In the event they both get it to work (big if), RKLB could re-rate to $60B marketcap, and $FLY could re-rate to 40B marketcap, just because of TAM of Space rapidly increasing from national security risks and corporate sector buildout, just might need to wait another year.
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博主祝贺他人收益并调侃自己持仓表现不及对方。
@platochi 我记得你在做完尽职调查(DD)后，一直在评论区推荐 $PATH，恭喜你的收益！ 我的 $CIFR 和 $NBIS 看涨预测目前仅上涨 130%-170%，所以我有点嫉妒你跑赢了我。
英文原文
@platochi I remember you kept calling out $PATH in the comments after you did the DD, congrats on the return! My $CIFR and $NBIS calls are only up 130%-170% so I’m a little jealous you outperformed me.
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建议通过WLAC押注Boost SPAC IPO，看好其高毛利及谷歌潜在支持。
IMO 机会在于通过 $WLAC（OKLO、DJT 等）抢先布局 Boost SPAC Neocloud IPO，前提是你有 3 个月的耐心。 Boost 与 Fluidstack 合作，未来很可能由 $GOOGL 提供保底支持。 EBITDA 毛利率 75%+，营收较去年增长 250%。 预计市值约 6 亿美元，可能是下一个 $CIFR。 https://t.co/apzAdfLvMY
英文原文
IMO opportunity front running the Boost SPAC Neocloud IPO through $WLAC (OKLO, DJT, etc) if u hv 3 months patience. Boost works with Fluidstack, likely backstopped by $GOOGL in the future. 75%+ EBITDA gross margin + 250% rev from last year. EST MC ~$600m, maybe next $CIFR. https://t.co/apzAdfLvMY
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质疑CIFR成梗，认为GOOGL背书neocloud及RGTI更合理。
@sam_badawi 是啊，$CIFR 到底怎么就成了一个梗(meme)啊 lol。$GOOGL 为 neocloud 提供了背书(backstopped)，使其实现了数百倍的扩展。像 $RGTI 这样的标的才说得通。
英文原文
@sam_badawi Yeah, how in the world is $CIFR a meme lol. $GOOGL backstopped neocloud scaling hundreds of percent. Things like $RGTI makes sense
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博主表示仍持有CIFR看涨期权，涨幅达169%。
@__visionxry__ 是的，我仍然持有我在发布逢低买入帖子时建立的 $CIFR 看涨期权。它已经上涨了 169% 哈哈
英文原文
@__visionxry__ Yeah I’m still holding onto my $CIFR calls when I made the dip buying post. It’s up 169% lol
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分享NBIS、CIFR、IREN及WYFI等AI算力相关个股观点。
@DeepValueBagger @__visionxry__ 有道理，我最看好的前三只是 $NBIS、$CIFR（在“七大科技巨头”+融资方面类似于轻量版 Nebius），以及 $IREN（仅因其 GW 级算力容量及未来与“七大科技巨头”的交易）。 我只是想补充一些沿着 Neocloud 路线的标的，比如 $WYFI。
英文原文
@DeepValueBagger @__visionxry__ Makes sense, top three favorites for me were $NBIS, $CIFR being Nebius-lite in terms of Mag7 + funding, and then $IREN just for the GW capacity + future mag7 deals. I just thought I'd add some more down the Neocloud line like $WYFI.
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甲骨文GPU服务亏损凸显新型云在资本效率与利润率上的优势，利好NBIS等。
为什么$ORCL在GPU即服务（GPU-as-a-Service）方面面临的挑战（据泄露消息）实际上对Nebius等新型云（Neoclouds）是利好。 超大规模云服务商在GPU经济学上的挣扎，加强了专业化新型云的论点。 这对$NBIS、$WYFI、$IREN、$CIFR、$CRWV等股票来说是一个惊人的机会： 简而言之（据传闻）： 甲骨文面临亏损源于： - 客户增长前的低利用率（闲置产能） - 巨额前期资本支出（Blackwell GPU） - 沉重的 overhead（运营开销） - 折扣定价 结果：甲骨文的GPU计算业务出现负毛利率。 这对甲骨文是利空，对新型云是利好：这仅仅表明 1. 复杂性的证明 = 护城河的验证。 像$NBIS这样的新型云做得更好，这是一个真正的竞争优势和利润率机会（这就是为什么$MSFT选择与Nebius签约而不是自建）。 2. 资本效率优势。 新型云使用租赁/托管以获得灵活性（例如NBIS在Patmos和Verne），并通过工作负载分配保持高利用率（而甲骨文在利用率上挣扎）。 3. 外包需求增加 如果甲骨文和超大规模云服务商在建设上遇到困难，他们可能会将工作负载转移到新型云并签署更多合同（例如MSFT与CRWV）。 4. 甲骨文在此使用了折扣价格。新型云可以在优化利润率的基础上进行理性定价。 5. 定制基础设施提高利润率 像Nebius这样的新型云拥有用于GPU调度的定制编排堆栈，大量内部软件和自动化以最大化利用率和产出，从而维持50-70%的毛利率，相比之下ORCL则不然。 这对甲骨文和超大规模云服务商的建设是利空，但实际上对$CRWV、$NBIS等专业新型云提供商是利好。
英文原文
Why $ORCL facing challenges with GPU-as-a-Service (from leaks) is actually bullish for neoclouds like Nebius. Hyperscalers struggling with GPU economics strengthens the case for specalized neoclouds. This is an insane opportunity on $NBIS, $WYFI, $IREN, $CIFR, $CRWV and others: TLDR: (from rumors) Oracle faced a loss from: - Low utilization (idle capacity) before customer ramp - Massive upfront CapEx (Blackwell GPUs) - Heavy overhead - Discount pricing Result: Negative gross margins on GPU compute for Oracle. This is negative for Oracle, positive for Neoclouds: This is just goes to show 1. Proof of Complexity = Validation of Moat. Neoclouds like $NBIS do it better and this is an actual competitive moat and margin opportunity (This is why $MSFT went to Nebius to sign a deal instead of building it out themselves). 2. Capital Efficiency Advantage. Neoclouds use Leasing / colocation for flexibility (e.g. NBIS in Patmos & Verne), workload allocations to maintain high utilization (while Oracle struggled with utilization). 3. Outsourcing Demand Increases Oracle and Hyperscalers might shift workloads to Neoclouds and sign more contracts if they have trouble with buildout (eg. MSFT with CRWV) 4. Oracle used discount prices here. Neoclouds can just price rationally on top of optimizing their margins. 5. Custom Infra Increases Margins Neoclouds like Nebius have custom orchestration stacks for GPU scheduling, lot of internal software and automation to maximize utilization and yield to sustain 50-70% gross margins compared to ORCL. This is news negative for Oracle and Hyperscaler buildout but actually bullish for specialized neocloud providers like $CRWV, $NBIS, and others.
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分析NBIS、AMZN、SNAP等个股机会，看好AI基建及降息预期。
10月6日周一收盘思考： - $NBIS 是极好的逢低买入机会。早盘上涨5.78%后回落2.38%。从 $IREN 到 $CIFR 的所有其他新云(Neoclouds)公司都守住了4%-14%+的涨幅。Nebius可能受期权资金流影响，预计很快会补涨，我维持 $225 的目标价(PT)。 - $AMZN, $META 是两只在未来2-3个月应跑赢大盘并补涨的七巨头(Mag7)成员。尤其是亚马逊。 - $SNAP, $RDDT 是两个不错的反弹标的。Snapchat尤其因为收入变现模式的改变。如果你有耐心持有股票一两年，我预期会有50%+的回报，只是取决于市场何时将其定价。并非每个人都有耐心，且将资金用于 $SNAP 而非新云(Neoclouds)的机会成本可能不划算。 关于Reddit，我一直认为ChatGPT引用是其暴跌29%的借口，所以我已买入。 - $SPRB 吸引了所有人的注意。我预计它将从7500万美元市值继续上涨至1.5亿-2亿美元，但这就像玩俄罗斯轮盘赌，通常在重大事件后2-3天就会发生稀释。 - 像 $RKLB 这样的股票，只需持有哈哈。即使它是我最高信用的5年期长线标的，也确实高估了，但此时它可能会像 $PLTR 一样表现。 - $AMD 与 OpenAI 的交易对半导体行业极度利好。我预计 $TSM, $ASML, 能源股和新云(Neoclouds)将从AI基础设施建设中受益。主要的负面因素是 $CRWV，因为其对 $NVDA 的依赖，以及显然的NVDA本身，但新云(Neoclouds)并未锁定单一玩家，且已锁定5-10年以上的合同。 这仅对 $NVDA 的护城河理念造成微小影响，但尚无实质性影响。 我个人认为AMD可能会像 $ORCL 一样在反弹后回调，然后当市场开始计入远期收入时，像 $AVGO 一样表现。 话说回来，我不知道OpenAI从哪弄来这么多钱，承诺给Oracle、AMD等这些十亿或百亿美元的交易，如果它们估值只有5000亿的话哈哈。 - 黄金每天创历史新高，仅仅表明 $BTC 始终是好的买入标的，即使在 $123k，如果它最终成为对抗通胀的对冲工具。其市值约为黄金的1/10。 - $LTC 仍然是很好的买入标的，因为ETF获批。由于政府停摆，人们只是忘记了它尚未发生，但最终应该会获批。 - $VIRT 在 $32.5 是极好的买入，我会在这个区间进行成本平均（抱歉如果你在 $36 买了看涨期权，我的仓位下跌了约35%）。但再次强调，这是对VIX的非对称对冲（VIX隐含波动率很高用于对冲，VIRT被低估~6.3倍远期市盈率，有回购和低隐含波动率），所以即使仓位下跌，你的其他股票应该会上涨以平衡。 - 仍在研究其他受益于基础设施建设的能源股、小盘股如 $EOSE、存储如 $MU 等，这些是粉丝推荐的。我尽量不在自己充分了解前谈论太多。 - 如果你使用杠杆或做多，现在是时候了，直到一月。三次降息，市场可能正在提前交易十月的降息。
英文原文
Monday October 6th Market Close Thoughts: - $NBIS extremely good dip buy. Down 2.38% after rising 5.78% in the morning. All other Neoclouds from $IREN to $CIFR held their 4%-14%+ gains. Nebius likely influenced by option flow, should play catchup soon and I stand by $225 PT. - $AMZN, $META two Mag7 that should outperform next 2-3 months and play catchup with the rest. Especially Amazon. - $SNAP, $RDDT two good recovery plays. Snapchat especially because of the revenue monetization changes. If you have the patience for shares for a year or two, I'd expect a 50%+ return, just whenever the market wants to price it in. Not everyone has patience and opportunity cost using the funds in $SNAP instead of Neoclouds might not be worth. Reddit I've maintained that the citations from ChatGPT is a BS reason for a 29% sell-off so I bought into it. - $SPRB caught everyone's attention. I do expect it to keep rising to a $150-$200m marketcap from $75m but it's like playing Russian Roulette, usually dilution happens 2-3 days after a major event. - Stuff like $RKLB, just need to hold lol. It's genuinely overvalued even if it's highest conviction 5Y long but at this point it might pull a $PLTR. - $AMD x OpenAI deal heavily bullish for semi industry. I expected $TSM, $ASML, energy stocks and Neoclouds to get a boost from AI infra buildout. Main negative ones were $CRWV, because of $NVDA dependencies and obviously NVDA, but Neoclouds aren't locked into one player, and they already have 5-10+ year contracts locked in. It just puts a tiny dent in the $NVDA moat idea but nothing material yet. I personally think AMD might pull an $ORCL where it dips past rally, and then ends up pulling an $AVGO when markets start pricing in forward revenue. Then again, I don't know where OpenAI is getting all this money to promise Oracle, AMD, etc. all these ten or hundred billion dollar deals if they're valued at 500B lol. - Gold rallying to ATH every day just signals that $BTC is always a good buy, even at $123k, if it ends up becoming a hedge against inflation. It's close to 1/10th the market-cap. - $LTC still a great buy because of ETF approval. There's the government shutdown so people just forgot it hasn't happened yet, but should get approved eventually. - $VIRT great buy at $32.5, I'd cost average around this range (sorry if you bought calls at $36, my positions are down 35% or so). But again it's an asymmetrical hedge to VIX (VIX IV very high for hedging, VIRT is undervalued ~6.3 forward p/e with buybacks an low IV), so even if positions are down, your other stocks should go up to balance it out. - Still looking into other beneficiaries of buildouts from energy stocks, small caps like $EOSE, memory like $MU, etc. that followers recommended. I try not to talk about something much until I'm informed myself. - If you're on leverage or going long, now is the time to do it until January. 3x rate cut, market probably frontrunning Oct rate cut now.
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交易对英伟达系利空，对AMD等供应链其他环节利好。
@yield_addicted 关于这笔交易，我认为总体偏负面：$NVDA、$CRWV（以英伟达为中心）。 总体偏正面（几乎其他所有标的）：$AMD、NBIS、CIFR、IREN、TSM 等。 护城河叙事逻辑发生变化，导致下跌 2.5% 是合理的。
英文原文
@yield_addicted For the deal, I'd say net negative: $NVDA, $CRWV (Nvda centric) Net positive (almost everything else): $AMD, NBIS, CIFR, IREN, TSM, etc. The 2.5% drop makes sense off moat narrative changes.
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对BITF持观望态度，因研究不足暂不给明确观点。
@foogleman1234 所有新云/挖矿股可能都在买入/持有之间浮动，包括 $BITF。我还没有对它做足够的尽职调查(DD)来给出像 $NBIS 或 $CIFR 那样明确的方向性观点。
英文原文
@foogleman1234 All neocloud/miners probably float between buy/hold including $BITF. Haven’t done enough DD on it yet to give a good directional opinion like $NBIS or $CIFR.
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分享激进期权卖出策略，强调底部择时与波动率管理，警示高风险。
我写了一个期权卖出波段交易策略，上周用100万美元本金在5天内实现了2万美元利润，年化收益率(Y/Y)超过183%。 我总是提前给出确切头寸，而不是事后诸葛亮。 $NBIS +$5.52K $HIMS +$1.427k $CIFR +$5.239K $RKLB +$3.8K $TGT +$1.3k $AMZN +$1.22K $IBIT +$947.86 $META +$869 对于100万美元的组合，这相当于每周约2%的被动复利，年化回报183%。 所有行权价均归零作废，权利金被全额收取。 即使股票下跌，如$HIMS（今日跌5.32%，本周跌6.5%），你仍有100%的利润。 这是波段交易者能够极好地抄底时采用的策略。 如果本周我再写看跌期权(Put)，我会动态调整行权价，并跳过一些之前写过的股票，比如因价格上涨而跳过的$RKLB。 再次强调，这适用于极其高级的交易者，这不是典型的“写看跌期权赚钱”策略，因为你需要主动进行底部择时（就像我今天在Reddit上发帖尝试寻找$200的局部底部）。不是在随机时间写期权。 如果你不知道如何很好地抄底，写看跌期权会放大亏损。 无论如何，这是许多高级交易者如何通过写期权复利净资产的一个例子。 （引用内容）： 激进地基于100万美元写期权将是： 5天内+$20.24K，每周2.024%，年化回报183.48%。 使用100万美元现金，盈透证券(IBKR)组合保证金示例： 85股 $NBIS $96 PUT (+$5.52K权利金) ($809K保证金占用) 55股 $HIMS $49.5 PUT (+$1.427k) ($270k) 250股 $CIFR $10 PUT (+$5.239K) - ($253k) 80股 RKLB $42 PUT (+3.8K) ($332K) 35股 TGT $85 PUT (+$1.3k) ($296k) 35股 AMZN $207.5 PUT (+$1.22K) ($725K) 50股 IBIT $59 PUT (+$947.86) - ($293k) 5股 META $712.5 PUT (+$869) ($335K) 100万美元现金，331万美元保证金。如果我把现金留到下周，我会这样做。 这是对每只股票进行底部择时，并基于基本面、宏观时机、事件和波动率预测本周不会触及的行权价。 此外，如果你在财报周这样做，回报率可能会高于183%哈哈，这可能是任何事件中利润最高的。但再次强调，超级危险，这是我个人会做的，也许只是当作乐趣阅读并在模拟账户中尝试，不要实盘。 另外，我也是凭记忆估算保证金维持要求（例如，鉴于META、TGT、AMZN等贝塔值较低，你可以使用更多杠杆）。 你必须先择时底部，然后写看跌期权。例如，AMZN不太可能跌破$210，BTC大约在$107k附近见底，RKLB短期内不会低于$43，NBIS有$100支撑，TGT见底，META不太可能一周跌5%+等。 所以希望这对活跃的波段交易者和高级交易者有点启发，如果你是只交易指数的新手，不要尝试这个。 _ 所以只是随机想法 1. 不要在你不愿意在该价位买入的股票上写看跌期权。不要受OKLO或QBTS高权利金的诱惑，因为突然下跌后它们可能几年都无法恢复。你需要已经知道什么是伟大的多头标的。 ^^^^重要*** ^^^^，请不要在随机 penny stocks 或投机性东西上写期权。只写你愿意买入并持有的东西，因为写看跌期权基本上意味着你最终会在那些价位买入它。 2. 在真正的好股票上高隐含波动率(IV)时重复操作，例如，如果HOOD IV达到90%或RKLB IV是90%或NBIS IV是90%，因为一旦行情停滞，IV最终会下降到60%或类似水平。 3. 不要对极高贝塔值的股票过度使用保证金，通常1.3-1.5倍保证金对于像NBIS或RKLB这样的股票更安全。高贝塔值使用2-3倍保证金是危险的。 这就是为什么~1.5倍保证金对于NBIS、CIFR、HIMS、RKLB等是合适的，以防除一只外其他全部下跌。 然后对于低贝塔值股票如META、IBIT、TGT、AMZN，你可以放心使用保证金，因为即使下跌那么多也不会对组合造成太大影响。 4. 学习隐含波动率并知道它为什么变化。如果你只是重复这样做，但在财报周卖出东西，而像TTD这样的股票暴跌40%，你就麻烦了。再次强调，这仅适用于非财报周。 5. 如果你真的想玩得安全，选择一个更低的行权价。比如$CIFR $7.5可能不会触及，但$10行权价有小概率触及。但我本来就想在$10买入+5.2K权利金，所以我选择了那个行权价。 6. 还需要知道任何重大宏观事件+风险水平。所以凭记忆，可能有关于美国政府停摆的负面消息，美国衰退几率增加，Polymarket定价三次降息从65%降至56%等。 另一方面，一些催化剂，比如AMZN在8-9日有Prime Day，所以它可能会表现更好并价格上涨，所以可能更好在之后写期权。所以如果风险太大，我可能会等到10月3日才开始卖看跌期权，而不是本周。 _ 一般来说粗略的经验法则 IV - <30%，不太值得，不像Blackrock、SPY那样波动不大，除非有PPI或其他事件 IV - 30-45%，通常是像MSFT、GOOGL、AMZN这样的科技股。在你用于高贝塔值的1.5倍之上额外使用保证金来做这些是很好的。 45%-65%，通常是30-60%年化增长类型的公司，如MRVL、Coin等。有时它们被严重错误定价，比如COIN/HOOD的IV有时不值得，鉴于它们的波动幅度。 65%-100%，通常是你更有趣的散户股票，如RKLB、NBIS，这是非常好的甜蜜点，因为它们可能会在下跌时反弹，如果你知道如何择时底部+增加几个百分点，很可能获得100%+的权利金收益。 100%+，哈哈危险区（如果你卖出几天到期的期权）。像OPEN、OKLO、财报这样的东西。可能有原因。如果你知道为什么，比如NBIS因MSFT交易上涨40%，我会在当时以200% IV卖出$85看跌期权，因为从根本上说我会在那个价位买入。 如果NBIS等东西在1-2天内IV升至100%+，这对期权卖方实际上是好事。如果是一周后，嗯，可能有什么东西会极度波动。 _ 如果我要分解个别股票 例如AMZN，作为波段交易者，我会在$210水平附近买入看涨期权，不太可能跌破$207.5（所以盈亏平衡点是$207.15，即-5.96%），所以你要确保选择一个它永远不会触及的水平。你也知道IV+贝塔值（波动方式）相对较低，所以你可以基于它不会触及来调整你的保证金。 例如高贝塔值，85股 NBIS $96 PUT (+$5.52K权利金) ($809K) IV是92%，这对期权卖方来说太棒了。你获得更多权利金，而且你不真的期望它跌破$100。IBKR不这样做，所以我推荐像Robinhood这样的东西来看盈亏平衡点，所以这只股票需要下跌11.3%才能盈亏平衡。 _ 再次强调，我只推荐给风险承受能力较高的活跃波段交易者，否则坚持持有超过一年的股票。 这也是为了激进复利的期权卖出， 而不是战略性地用于定投(DCA)头寸（例如，如果我想在$120买入AMZN，并且我认为我可以以更好的位置获得它，你可以在当前行权价写看跌期权，而不是低得多的价格）。 此外，除非有像特朗普关税这样绝对砸盘市场的黑天鹅事件，否则这几乎每周都有效。所以那周的看跌期权卖方被摧毁了，你可能只需要接受微小的损失并重新开始。 当我有闲置现金时我会这样做，因为我更多是突破交易者类型。 这只是我个人的交易风格和思维流程，再次强调非常危险，即使你有一些经验。这是超级高级的，我很多前量化交易员+买方同事都有现金，并在1000万美元以上做这种期权卖出风格，我只是展示它是如何做的以及背后的思维过程。 随意问随机问题，我会帮助解释。
英文原文
I wrote a Option Sell Swing Trade strategy that would realized $20k profit in 5 days with $1M last week for 183%+ Y/Y. I always give exact positions ahead of time, not retroactively. $NBIS +$5.52K $HIMS +$1.427k $CIFR +$5.239K $RKLB +3.8K $TGT +$1.3k $AMZN +$1.22K $IBIT +$947.86 $META +$869 With a $1M portfolio on it would be ~2% week passive compound for 183% Y/Y return. Every strike expired worthless and the premium would be collected. Even when stocks declined such as $HIMS (down 5.32% today), and 6.5% this week, you would still have 100% profit. This is a strategy people do when you're able to bottom time extremely well as a swing trader. If I were to write puts again for this week, I would dynamically change the strikes, and skip out on some stocks that I wrote earlier like $RKLB due to an increase in price. Again this works for extremely advanced traders, this is not your typical "write put, make money" type strategy since you're actively bottom timing (like how I posted with Reddit today, trying to time $200 local bottom). Not just writing options at random times. If you don't know how to bottom time well, writing puts will magnify loss. Regardless, this is an example of how a lot of advanced traders write options to compound net worth.
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分享基于图表的波段交易策略，强调结合基本面与宏观分析的重要性。
我如何用图表进行波段交易，第二部分：短期（几周）+ 短中期（几个月）。 长期部分我会在另一篇帖子中讨论。 例1：$RKLB。仅凭直觉，在$40支撑位买入似乎是个好选择，$54卖出。通常下半部分（虚线）如$44也是不错的买入点，因为风险回报比良好，但你不会买到绝对底部。 你可以对像Rocketlab这样的股票这样做，因为长期来看，如果你持有足够久，即使它跌破$40，鉴于其基本面是强力买入（尽管目前略微高估），它很可能会恢复。 例2：$AMZN - 现在用正股买入是很好的选择。如果它跌破$210，你可以使用LEAPS（长期期权）。例如低于$200时，使用期限较短的看涨期权。 _ 了解基本面、宏观环境以及催化剂是否实质性影响也非常重要。如果未来收入大幅下降或行业利润率压缩，这些线条毫无意义。 很多时候它们因更非理性的因素下跌，例如GOOGL与苹果搜索之争，或者整体市场SPY下跌，但在这些情况下，如果没有实质性差异且公司持续增长，它们通常会再次上涨。再次强调，因人而异，在抄底时机上你需要分析图表以外的更多因素。这只是我所做工作的一部分。
英文原文
How I do swing trading with charts, Part 2: Short term (few week) + Short-Medium Term (few month). I'll do long term ones in another post. Ex 1: $RKLB. Just going off feels on this, seems like a great buy at $40 support, and $54 sell. Usually lower half (dotted line) like $44 is a good buy too cause risk-reward is good but u wont get the actual bottom. You can do it with stuff like Rocketlab since long term if you hold enough, even if it dips past $40 it will likely recover since it's a strong buy fundamentally albeit a tiny overvalued now. Example 2: $AMZN - Great buy with shares now. If it ever dips past $210, you can do leaps. Lower than $200 for example, shorter dated calls. _ Knowing fundamentals, macro, and whether catalysts are material or not is really also important. These lines mean nothing if forward revenue falls a lot or industry margins compresses. Lot of time they drop on more irrational things eg. GOOGL with Apple search, or maybe overall market SPY dipping but in those cases they usually rise up again if there's no difference + company keeps growing. Again different for everyone, you need to analyze more than the charts when timing bottoms. This is just part of what I do.
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博主解释在谷歌交易及增资后建立CIFR头寸。
@philllyfanatic 是的，很明智。我仅在 $GOOGL 的交易达成以及资本增加之后，才建立了 $CIFR 的头寸。
英文原文
@philllyfanatic Yeah smart. I only built a position in $CIFR after the $GOOGL deal and capital rise too
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对比CRWV与CIFR/NBIS在Meta交易后的表现差异及估值逻辑。
$CRWV 在 Meta 交易后并没有像 $CIFR 和 $NBIS 那样大幅下跌。 CIFR 与 NBIS 相当可比，因为它们的融资价格均高于当前市值约 40% 以上，且债务较低并拥有超大规模云服务商（Hyperscaler）的交易。 这通常适用于同一行业且相对估值相似的公司。
英文原文
$CRWV didn't really drop after the Meta deal like $CIFR and $NBIS did though CIFR is pretty comparable to NBIS in the sense they raised ~40%+ above current values and low debt + hyperscaler deals This usually applies for companies in the same sector + similar relative valuations
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通过对比NBIS与CIFR走势，论证基本面改变后图表模式对股价预测的有效性。
我常调侃图表分析，但有时它对基于模式的推理（非技术分析 TA）确实有帮助。 历史不会重演，但相似行业的公司往往押韵。 当基本面发生重大变化时： 例如 $NBIS（64->100->86）与 $CIFR（+32% -> -18% -> 上涨）在 $170亿 MSFT 交易和 GOOGL 30亿交易后的表现。 我们可能会看到 CIFR 在回调后像 NBIS 一样上涨。 它遵循了相同的模式：先上涨 32%，然后下跌 18%，现在它开始像 NBIS 一样攀升。 同样的逻辑也适用于财报后的 AVGO（先回调，然后大幅反弹）和现在的 ORCL（财报亮眼，回调，然后大幅反弹），因为基本面发生了改变。 我想把一些 Reddit 风格的图表分析带到 X 上，但在我看来，这是图表分析真正有用的一次。
英文原文
I make fun of charting but sometimes it's genuinely helpful for pattern based reasoning (not TA). History doesn't repeat itself but it often rhymes for companies in similar sectors. With things material to fundamentals: Eg. $NBIS (64->100->86) vs. $CIFR (+32% into -18% into rise) post $17B MSFT deal and GOOGL 3B deal. We'll likely see CIFR increase like NBIS after the dip. It followed the same pattern where it rose 32%, then dropped 18%, and now it's beginning it's ascent similar to NBIS. Same thing can be said about AVGO post earnings (then dip, then massive rally) and ORCL now (great earnings, dip, then massive rally), because fundamentals changed. Thought I'd bring some Reddit style charting to X but this is one of the times generally when charting helps imo.
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建议普通投资者长期持有高确信度股票并卖出备兑看涨期权。
@NoahIAvest 这是给日内交易者/波段交易者+期权卖方用于底部/顶部择时的。如果你是普通投资者，只需像持有 $IREN $CIFR 那样持有你高确信度的股票1年，并学习如何卖出备兑看涨期权(Covered Call)。例如 @DeepValueBagger。
英文原文
@NoahIAvest This is for day trader/swing traders + option sellers for bottom/top timing. If you're just a regular investor, just hold your high conviction stocks for 1y like $IREN $CIFR if those are your two, and learn to write cc on them. eg. @DeepValueBagger https://t.co/rQm3UPyeP2
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博主分享6只个股的短期交易策略，强调经验直觉胜过耐心口号。
最近 X 上流传着很多鼓舞人心的交易者心态，比如： “会有回报的。要有耐心。”全是废话。 交易者会考虑板块动量、催化剂、估值、回调、宏观、隐含波动率(IV)、期权流向等。 以下是我对各种股票短期交易的心态： 1. $NBIS - $111.91，尽管当天上涨了 1.53%，但由于 Meta 给予其 140 亿美元合同，CRWV 上涨了 12%。 这通常对所有新云厂商都是利好。它曾飙升至 $117（我可能仍会持有），但随后回落至 $111，可能是由于未平仓合约过多，但我们可能会继续看到上涨行情。因此我会利用这段时间进行定投(DCA)并买入看涨期权/股票，即使它已经上涨了 1.53%。 这不是“真正的下跌”，更像是上涨过程中的回调。 2. $HIMS - $56.4 下跌 4.67%，通常人们只是盲目抄底，但这实际上是由重大因素引起的，即特朗普推出了面向消费者的政府药品网站。随着股价升至 $60，空头比率降至 33%。 这次下跌可能会被用于空头回补。我在 $46 支撑位买入，但在反弹后不久卖出，因为我感觉它还会进一步下跌。但我个人更喜欢底部入场点，所以可能更接近 $50。 我记得 AMZN 推出竞争对手时，HIMS 暴跌 20% 然后再次上涨，我预计特朗普的计划中期也会如此，但近期它是一个逆风因素。 3. $RDDT - $228，下跌 5.45%，没有新闻。可能只是估值担忧。我们看到类似的增长股如 ALAB、CRED 有随机的 20% 回调。许多软件/社交股票如 SNAP 因非重大新闻下跌 8.1%。修正很健康，股票不会一直上涨，我个人更倾向于等待再次回到 $100+，而不是 $200+，但鉴于 RDDT 在随机日子有更大的 5-8% 回调，根据历史经验，6-7% 的下跌是日内的好买点，你可能会看到它恢复，但我们可能会看到许多增长股在 11/12 月的大涨前经历更大的修正，所以可能不是真正的底部。 我现在不看图表 RSI，只是基于过去一两年每天观察股票 + IV 的经验感觉来做。 4. AMZN - 没有重大宏观新闻，可能是 10 月 1 日的政府停摆可能会引起指数恐慌，但这没什么大不了的。它下跌了 1.35%，所以我会买入，因为这是摊低成本的好时机。 5. Klarna - $36，下跌 5.3%。有时你只是凭直觉行事。低于 IPO 价格，没有重大新闻。大多数 IPO 都下跌了，比如 Gemini 等。如果你想建立长期头寸，我会在这个水平买入。 6. TSM - $277，我有罪地进行了 $273-$279 之间的波段交易，所以我每次跌至 $273 就买入，在 $277-$279 卖出以获取 2% 的纯股票利润。到目前为止，我用股票做了大约 2 次。如果跌破 $273，我就定投，如果进一步下跌就切换到看涨期权。 没有绝对的对错方式，每个人都有自己的方法。（另外抱歉 CRM，糟糕的财报搞错了那个，如果进一步下跌我可能会摊平成本）。 但一般来说，这只是我浏览每只股票清单时的想法。再次强调，每个人想法不同，我只是想写下我的思考过程，如果对他有帮助的话。
英文原文
Lot of inspirational trader mindsets going around X lately like: "It will pay off. Be Patient". All BS. Traders consider sector momentum, catalysts, valuation, pullbacks, macro, IV, option flows, etc. Here's my mindset for short term trading for various stocks: 1. $NBIS - $111.91, even though it's up 1.53% on the day, CRWV is up 12% off Meta gives them a $14B contract. So usually it's bullish for all neoclouds. It spiked to $117 ( i probably would have still held) but pulled back to $111 likely from too much open interest, but we'll likely keep seeing a rally upward. So I'd use this time to DCA and buy calls/shares even if it's up 1.53% Not "truly a dip" but it's more of a dip during a rally. 2. $HIMS - $56.4 Down 4.67%, usually people just blindly buy the dip but this was actually caused from something material, which was Trump launching a direct to consumer GOV drug website. Short interest decreased back to 33% on the rise to $60. This dip will likely be used for short covering. I did buy $46 support but sold shortly on a bounce after I just felt like it would go down more. But I just personally prefer bottom entry points so that's probably closer to $50. I still remember AMZN launching a competitor, HIMS crashed 20% then rose again, I'd expect the same with Trump's program mid term but near term it's a headwind. 3. $RDDT - $228, down 5.45%, no news. Just probably valuation concerns. We saw similar growth stocks like ALAB, CRED, have random 20% pullbacks. Lot of software/social stocks like SNAP down 8.1% off non-material news. Correction is healthy, stocks don't just keep going up, I'd prefer to wait in the $100+ again, rather than $200+ (just personally), but it's actually a better buy than the rest, given RDDT has larger 5-8% pullbacks on random days, just from historical experiences so 6-7% drop is a good buy intra-day and you'd likely see it recover but we might see a lot of growth stocks have a larger correction into massive rally Nov/Dec so might not be an actual bottom. I don't really look at chart RSI nowadays, just do this based on feelings from experience looking at the stock + IV every day for the past year or two. 4. AMZN - No major macro news, prob government shutdown Oct 1st that might cause some panic for index but it's pretty immaterial. It dropped, 1.35% so I'd buy since it' a good time to cost average. 5. Klarna - $36, 5.3% drop. Sometimes you just go off gut feeling. Below IPO price, no major news. Most IPOs were down like Gemini, etc. If you wanted to build a long term position I'd buy at this level. 6. TSM - $277, I've been guilty of swing trading between $273-$279, so I just buy every drop to $273 and sell at $277-$279 for 2% profit purely with shares. So far I've done this ~2 times with shares. If it drops past $273, I'd just DCA and then if it drops further switch to calls. There's no True or False way to do this, everyone kind of has their own approach. (also sorry about CRM, bad earnings got that one wrong, I'll probably cost avg if ti declines further). But generally this is just what I'm thinking about when I go down the list of every single stock. Once again, everyone thinks differently, I just wanted to write down how I think if it's helpful to others.
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分享CIFR期权盈利并看涨至16美元
@Neat_Lama 我也是！自周五以来，我的一张 $CIFR 期权合约已上涨 $12k。仍然认为它会反弹至 $16。https://t.co/4IbuWFsvaA
英文原文
@Neat_Lama Same here! One of my $CIFR strikes is up $12k since Friday. Still think it rallies to $16. https://t.co/4IbuWFsvaA
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博主发布周一收盘观点，列出多只美股的买卖评级及具体逻辑。
周一收盘思考： 极强买入 $NBIS $ETOR $LTC $VIRT 买入 $AMZN $SMCI $TGT $CRM $TSM $CRDO $SG $CIFR $LULU $SLNH $ORCL $MSTR $RIOT $MARA 持有 $IREN $HIMS $RKLB $PYPL $MRVL $IBIT $UPWK $GRAB $ALAB $ASTS $SOFI $NVDA $NVO 卖出 $HOOD $TSLA $RDDT $CRCL $PLTR $BMNR 强烈卖出 $OKLO $QBTS $IONQ _ 欢迎持不同意见，但这只是我的个人看法。 极强买入理由 - 买入约7万美元的Virtu看涨期权，隐含波动率28%，远期市盈率仅6.6倍，被低估。 - 在通往200美元的路上，每次回调都定投NBIS。 - ETOR在39美元时严重被低估。我不明白它怎么跌到那的。如果我没记错，市值33亿，现金储备超7亿，复利增长类似IBKR而非HOOD/BULL，但股价却直线跌破IPO价。 - LTC ETF批准在即（3-4天内），概率95%。除非被拒，现在是绝佳买点。 买入理由 - 今天买入5万美元以上Amazon看涨期权，回调至219美元以上后复苏前景看好。受益于10月至1月的年底季节性效应。10月8日Prime Day。可能再次回调，因此适合定投而非极强买入。 - SMCI仍预测55%的远期营收增长，季度营收超50亿，有点被低估。 - TGT下个月分红。有些Target事件，但我觉得不如Amazon Prime Day重要。 - CRM图表上看刚触底，基本面没太大变化。 - TSM在273美元更好，虽然总是好买点，但不像250美元以下那样极具吸引力。 - CRDO/ALAB，两者大幅回调。更像是修正而非崩盘，因此再次成为不错的买点。 - SG，不知道。我只是喜欢他们的沙拉，考虑到不久前交易价40美元，8美元的风险回报比不错。 - CIFR，GOOGL背书，现在看执行。我会逢低买入，但今天大涨了。 - LULU受益于10月至1月的年底季节性假日购物。 - SLNH，据说X上有关于波浪的讨论。市值很小约1亿美元，风险回报比似乎可以。 - ORCL，以140亿美元折扣估值持有TikTok美国大量股份，且来自OpenAI/MSFT的远期营收众多。就像AVGO一样，财报后可能回调，然后一两个月后迎来猛烈反弹。 - MSTR，比特币10月表现良好。被做空，所以溢价率可能在1.4x-1.5x，相比炒作时的2x。 - RIOT/MARA转向HPC，所以我比之前更喜欢它们。 持有股票没什么变化 - Hood，我个人做日内交易，所以如果我认为在单日上涨12.27%的130美元以上卖出是好的，别介意。 - TSLA，脱离基本面的信仰股。 - RDDT，我在100美元时持有大量，现在240美元或450亿市值不会买，所以可能会卖出/三角套利。 - CRCL，直接买Coinbase。 - PLTR，脱离基本面的信仰股，大部分利润只是利息收入。 - BMNR，如果你想买就买ETH，但ETH在4000美元以上也是强烈卖出。 强烈卖出 任何营收极少但市值100-200亿以上的股票我觉得很可笑。如果你从8美元持有OKLO到116美元，向你致敬。
英文原文
Monday Market Close Thoughts: Extremely Strong Buy $NBIS $ETOR $LTC $VIRT Buy $AMZN $SMCI $TGT $CRM $TSM $CRDO $SG $CIFR $LULU $SLNH $ORCL $MSTR $RIOT $MARA Hold $IREN $HIMS $RKLB $PYPL $MRVL $IBIT $UPWK $GRAB $ALAB $ASTS $SOFI $NVDA $NVO Sell $HOOD $TSLA $RDDT $CRCL $PLTR $BMNR Strong Sell $OKLO $QBTS $IONQ _ Feel free to disagree but these are just my thoughts Strong Buy Explanations - Bought ~$70K of Virtu calls, 28% IV and just 6.6 forward p/e is undervalued. - Always DCA NBIS on the road to $200 on every dip. -ETOR is just way too undervalued at $39 imo. I don't even know how it hit that. If I remember correctly $700M+ cash pile on a 3.3B market cap, compounding similar rate to IBKR instead of HOOD/BULL but just straight line down below IPO price. - LTC ETF approval in 3-4 days with 95% odds. Great buy now unless it gets rejected ofc. Buy Explanations - Bought $50k+ Amazon calls today, looks more promising for recovery on the dip to $219+. Benefits from end of year seasonality from Oct - > Jan. Prime Day Oct 8th. Could dip again which is why it's good to DCA and not an extremely strong buy. - SMCI still projecting 55% forward revenue growth and it's kinda undervalued doing 5B+ quarterly revenue lol - TGT dividend in another month. There's some Target event but don't really think it matters as much as Amazon prime day. - CRM just bottoming chart wise, fundamentals not really changed - TSM better at $273, it's always a good buy but not a screaming buy like sub $250 - CRDO/ALAB, both dipped a lot. More of a correction rather than crash, which is why it's a decent buy agian. - SG, idk. I just like their salad and think risk reward at $8 is good considering they were trading $40 not too long ago. - CIFR, GOOGL backstopped now just execution. I'd buy on dips but today was a big rally - LULU benefits from Oct -> Jan end of year seasonality with holiday shopping. - SLNH, apparently waves have been going around X. Pretty small $100m marketcap or so, risk reward seems okay. - ORCL, they're a large shareholder of TikTok US at a discounted 14B valuation and have tons of forward rev from OpenAI/MSFT. It's one of those things where it probably dips after earnings like AVGO then pulls off a face ripping rally a month or two later. - MSTR, Bitcoin does well in Oct. Been shorted so Nav prem is probably around 1.4x-1.5x compared to 2x like during hype waves -RIOT/MARA pivoted to HPC so I like them more than before For hold stocks nothing really changed - Hood, I personally day trade so don't be offended if I think it's a good sell $130+ on a 12.27% increase day. - TSLA, cult stock detached from fundamentals - RDDT, I had a lot back at $100 wouldn't buy at $240 or 45B marketcap now so would probably sell/tri. - CRCL, just buy Coinbase instead - PLTR, cult stock detached from fundamentals, large part of their profit is just interest income - BMNR, just buy ETH if you want but ETH is a strong sell at $4k+ Strong Sell Anything carrying barely any rev with 10-20B+ marketcap I think is amusing . Props to you if you held OKLO from $8 to $116 though.
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建议通过虚值期权和组合保证金降低行权风险，追求每周1%的可持续收益。
关键在于，如果 $AMZN 触及 207.5 的溢价位，或 $NBIS 触及 96 的溢价位，你应该求着被行权（assigned），这些也是你可以买入看涨期权（calls）的价位。我的建议是选择更虚值（OTM）的合约并使用组合保证金（portfolio margin），而不是像 $AMZN 215 那样选择更接近行权价的合约，从而降低每周被行权的风险。除了 HIMX、CIFR 和可能的 META，我提到的这几个行权价被触及的可能性较小；如果真触及了，你应持有股票进行波段交易（swing trade）。但正如你指出的，每周约 1% 的收益对大多数人来说更可持续。
英文原文
The thing is if $AMZN ever hits $207.5 - premium or $NBIS ever hits $96 - premium you should beg to get assigned and those are levels you might buy calls on. Going more OTM and using portfolio margin is my suggestion instead of going closer to strike like $215 on $AMZN and having higher risk of assignment every week. My strikes are less likely aside from hims/CIFR/ possibly meta up there are the three I'd say, and if they do hit, you want to hold the stock for a swing trade. But yeah as you pointed out 1% a week or so is a lot more sustainable for most people
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分享针对CIFR/IREN的周度看跌期权卖出策略及思维过程。
没问题！忘了在帖子里提到，如果你做这类交易，全是针对 $CIFR 或 $IREN 等标的的周度看跌期权(Put Option)卖出。我很少看到关于实际操作思维过程的帖子，而且我很多拥有1000万美元以上现金的前量化或分析师朋友也是这样做的。背后的思维过程有点难写清楚，但我尽力了哈哈。
英文原文
No problem! Forgot to mention in the post that it's all weeklies put option selling on stuff like $CIFR or $IREN if you're doing those. I don't really see many posts about the thought process how it's actually done and a lot of my former quant or analyst friends with $10m+ in cash do it this way too. Kinda hard to write out the thought process behind it but tried my best lol.
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分享激进卖出高IV看跌期权的策略、保证金管理及风险警示。
激进地卖出期权（Writing Options）$100万组合如下： 5天收益+$20.24K，周回报2.024%，年化回报183.48%。 以$100万现金、IBKR组合保证金为例： 85股 $NBIS $96看跌期权(+$5.52K权利金) ($809K保证金) 55股 $HIMS $49.5看跌期权 (+$1.427K) ($270k) 250股 $CIFR $10看跌期权 (+$5.239K) - ($253k) 80股 RKLB $42看跌期权 (+3.8K) ($332K) 35股 TGT $85看跌期权 (+$1.3k) ($296k) 35股 AMZN $207.5看跌期权 (+$1.22K), ($725K) 50股 IBIT $59看跌期权 (+$947.86) - ($293k) 5股 META $712.5看跌期权 (+$869) ($335K) $100万现金，331万保证金。如果下周持有现金，我会这么做。 这是对每只股票进行底部择时(Bottom Timing)，并基于基本面、宏观时机、事件和波动率预测本周不会触及的行权价。 如果在财报周做，回报可能高于183%，这通常是最有利可图的事件。但再次强调，超级危险，这只是我个人会做的，仅供娱乐阅读或在模拟账户尝试，不要实盘。 此外，我是凭记忆估算保证金维持要求（例如，由于META、TGT、AMZN等贝塔值低，你可以加更多杠杆）。 你必须择时底部然后卖出看跌期权。例如：AMZN不太可能跌破$210，BTC在$107k左右见底，RKLB短期不会低于$43，NBIS有$100支撑，TGT见底，META不太可能一周跌5%+等。 希望这对活跃的波段交易者(Swing Traders)和高级交易者有点启发，如果你是只交易指数的新手，不要尝试。 _ 一些随机想法： 1. 不要在你不愿意在该价位买入的股票上卖出看跌期权。不要因OKLO或QBTS的高权利金而诱惑，因为它们可能在突然下跌后多年无法恢复。你需要先知道什么是优质的多头标的。 ^^^^重要*** ^^^^，请不要在随机仙股或投机标的上卖出期权。只卖你愿意买入并持有的标的，因为卖出看跌期权意味着你最终会在该价位买入。 2. 在高隐含波动率(Implied Volatility, IV)的真正好股票上重复操作，例如如果HOOD IV达到90%或RKLB/NBIS IV是90%，因为一旦行情停滞，IV最终会降至60%左右。 3. 不要对极高贝塔股票过度使用保证金，通常1.3-1.5x保证金对NBIS或RKLB这类股票更安全。高贝塔股2-3x杠杆很危险。 这就是为什么~1.5x保证金对NBIS、CIFR、HIMS、RKLB等是合理的（约1664倍杠杆效应），以防除一只外其他都跌。 然后对META、IBIT、TGT、AMZN等低贝塔股票，你可以放心使用保证金，因为即使大跌也不会严重损害投资组合。 4. 学习隐含波动率并知道它为何变化。如果你只是重复操作但在财报周卖出，而像TTD这样股票暴跌40%，你就麻烦了。这仅适用于非财报周。 5. 如果想更安全，选择低一档的行权价。比如$CIFR $7.5可能不会触及，但$10行权价有小概率触及。但我本来就想在$10买入+5.2K权利金，所以我选了那个行权价。 6. 还需要了解重大宏观事件+风险水平。凭记忆，可能有关于美国政府停摆的负面消息，美国衰退几率增加，Polymarket定价三次降息概率从65%降至56%等。 另一方面，像AMZN在8-9日有Prime Day，价格可能上涨，所以可能更好在之后卖出期权。如果风险太大，我可能会等到10月3日再开始卖出看跌期权。 _ 一般粗略经验法则： IV <30%：不太值得，像Blackrock、SPY除非有PPI等事件否则波动不大。 IV 30-45%：通常是MSFT、GOOGL、AMZN等科技股。除了用于高贝塔股的1.5x外，用额外保证金做这些很好。 45%-65%：通常是MRVL、Coin等30-60%年增长率的公司。有时它们定价错误，如COIN/HOOD的IV有时不值，鉴于它们的波动幅度。 65%-100%：通常是RKLB、NBIS等更有趣的散户股，这是很好的甜蜜点，因为它们可能在回调时反弹，如果你知道如何择时底部+加点缓冲，很可能获得100%+的权利金收益。 100%+：哈哈危险区（如果卖出几天到期的期权）。像OPEN、OKLO、财报。可能有原因。如果你知道原因，比如NBIS因MSFT交易上涨40%，我会在200% IV时卖出$85看跌期权，因为从根本上我会在那个价位买入。 如果NBIS等股票在1-2天到期时IV升至100%+，这对期权卖方其实是好事。如果是一周到期，嗯，可能有什么极度波动的事。 _ 如果我要分解个别案例： 以AMZN为例，作为波段交易者，我会在$210附近买入看涨期权，不太可能跌破$207.5（所以盈亏平衡点是$207.15，即-5.96%），所以你要确保选择一个它永远不会触及的水平。你也知道IV+贝塔（波动方式）相对较低，所以可以根据它不会触及来调整保证金。 对于高贝塔股，例如85股 NBIS $96看跌期权，(+5.52K权利金) ($809K) IV是92%，这对期权卖方太棒了。你获得更多权利金，而且你不认为它会跌破$100。IBKR不提供此功能，所以我推荐Robinhood查看盈亏平衡点，这只股票需要跌11.3%才能盈亏平衡。 _ 再次强调，我只推荐给风险承受能力较高的活跃波段交易者，否则坚持持有超过一年的股票。 这也是为了激进复利期权卖出， 而不是战略性地用于定投(DCA)建仓（例如，如果我想在$120买入AMZN，并认为能以更好价格获得，你可以卖出当前行权价的看跌期权，而不是低得多的行权价）。 此外，这几乎每周都有效，**除非**发生像特朗普关税那样彻底击垮市场的黑天鹅事件。那周的看跌期权卖方会被摧毁，你可能需要接受微小损失并重新开始。 当我有闲置现金时我会这么做，因为我更偏向突破交易者(Breakout Trader)类型。 这只是我个人的交易风格和思维流程，再次强调非常危险，即使你有一些经验。这是超级高级的，我很多前量化交易员+买方同事都有现金，并在$1000万+上做这种期权卖出风格，我只是展示怎么做以及背后的思维过程。 欢迎随意提问，我会帮忙解释。
英文原文
Aggressively writing options off $1m would be: +$20.24K in 5 days, 2.024% a week, 183.48% y/y return. With a $1M cash, IBKR portfolio margin example: 85 $NBIS $96 PUT, (+$5.52K premium) ($809K) 55 $HIMS $49.5 PUT (+$1.427k) ($270k) 250 $CIFR $10 Put (+$5.239K) - ($253k) 80 RKLB $42 PUT (+3.8K) ($332K) 35 TGT $85, (+$1.3k) $296k) 35 AMZN $207.5, (+$1.22K), ($725K) 50 IBIT $59 PUT (+$947.86) - ($293k) 5 META $712.5 PUT (+$869) ($335K) $1M cash, 3.31M margin. This is just something I would do if I kept cash for the next week. This is bottom timing on every stock, and predicting strikes that would not hit for this week based on fundamentals, macro timing, events, and volatility. Also the return would probably be higher than 183% if you did it earnings week lol, which is probably the most profitable out of any event. BUT AGAIN SUPER DANGEROUS, this is something I'd personally do, maybe just read for fun and try on paper accounts but not live. Also, I'm also going off the top of my head with margin maintenance (eg. you can leverage more with META, TGT, AMZN, etc. given they're low beta). You have to time bottoms then write the puts. eg. AMZN not likely hitting sub $210, BTC sort of bottoming $107k around now, RKLB not going below $43 near term, NBIS $100 support, TGT bototming, META not likely to drop 5%+ a week, etc. So hopefully this is a bit informative to active SWING TRADERS and advanced traders, if you're a newcomer with just indexes, do not try this. _ So just random thoughts 1. Do not write puts on stocks you're not comfortable buying at those levels. Don't get tempted by high premiums on OKLO or QBTS cause those could just never recover for years on a sudden drop. You need to know what a great long is already. ^^^^IMPORTANT*** ^^^^, please do not write options on random penny stocks or speculative stuff. Only stuff you're fine buying and holding since writing puts kinda means you would buy it at those levels anyway. 2. REPEAT with high IV on REALLY good stocks, eg. if HOOD IV reaches 90% or RKLB IV is 90% or NBIS IV is 90%, cause eventually IV decreases to 60% or something once things stall out. 3. Do not over-margin extremely high beta stocks, usually 1.3-1.5x margin is safer for stuff like NBIS or RKLB. 2-3x on high beta is dangerous. That's why ~1.5x margin is fine 1,664 on NBIS, CIFR, HIMS, RKLB, etc in case all of them drop aside from one. Then low beta stocks like META, IBIT, TGT, AMZN you;'re fine margining since it wouldn't really dent the portfolio much if it drops that much. 4. LEARN implied volatility and know WHY it changes. If you just do this on repeat but sell stuff on earnings week and something like TTD crashes 40%, you're in trouble. Again this only applies non-earnings week. 5. If you really want to play safe, do one strike lower. Like $CIFR $7.5 will probably not hit, but $10 strike has a small chance. But I'd want to buy it at $10 anyway + the 5.2K prem, so I chose that strike. 6. Also need to know any major macro events + risk levels. So off the top of my mind, there's probably going to be negative news about US GOV shutdown, increased chances of US recession, polymarket pricing down triple rate cut 65% -> 56%, etc. On the other hand, some catalysts like stuff like AMZN has prime day on 8th-9th so it's likely to do better around and increase in price so probably better to write options later. So I might just wait until Oct 3rd, to start selling puts instead of this week if it's too risky. _ Generally rough rule of thumb IV - <30%, not exactly worth it, doesn't really move too much like blackrock, SPY unless there's like PPI or some other event IV - 30-45%, usually tech stocks like MSFT, GOOGL, AMZN, etc. It's good to do these with extra margin on top of your 1.5x that you use for higher beta. 45%-65%, usually more 30-60% y/y growth type companies like MRVL, Coin, etc. Sometimes they're really mispriced like COIN/HOOD IV is not worth sometimes given how much they move. 65%-100%, usually your more fun retail stocks like RKLB, NBIS, it's really good sweet spot since they'll likely bounce on dips and if you know how to time bottoms + add a few percent off, it's likely 100%+ premium gain. 100%+, lol danger zone (if you're selling few days out). stuff like OPEN, OKLO, earnings. Probably a reason for it. It's good if you know WHY like NBIS increasing 40% off MSFT deal, i'd sell $85 puts back then at like 200% IV because fundamentally I'd buy at those levels. IV goes to 100%+ on stuff like NBIS if there's one or two days out and that's actually a good thing for option sellers. If it's a week out then uhh something might be extremely volatile. _ If I had to breakdown individual ones AMZN for example, as a swing trader I'd would buy calls around $210 levels, unlikely to drop past $207.5 (so breakeven is $207.15 which is -5.96%), so you want to make sure you choose a level it never hits. You also know IV + beta (how things fluctuates) is relatively low so you can change your margin based on it never hitting. For high beta for example, 85 NBIS $96 PUT, (+$5.52K premium) ($809K) IV is 92% which is so nice for option selling. You get more premium, and you don't really erxpect it to dip below $100 either. IBKR doesn't do this so I'd recommend stuff like Robinhood to see breakeven, so on this stock would need to drop 11.3% for breakeven. _ Again I'd only recommend this if you're an active swing trader with higher risk tolerance, otherwise stick with stocks that you just hold over a year. This is also for aggressive compounding option selling, not using it strategically to DCA into positions, (eg. if I wanted to buy AMZN at $120, and I think I could get it at a better position, you can write PUTS at current strike instead of way lower). Also, this kinda always works every week **UNLESS** there's a black swan event like Trump tarrifs that absolutely tank the market. So PUT sellers that week kind of got wrecked, and you might need to just take a tiny loss and restart. I do this when I have spare cash on the side since I'm more of a breakout trader type. This is just my personal trading style and flow of thoughts, again VERY DANGEROUS, even if you have some experience. This is super advanced, a lot of former quant traders + buyside colleagues of mine have cash and do this option selling style off $10m+, I'm just kinda showing how it's done and what the thought process is behind it. Feel free to ask random questions and I'll help explain.
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建议利用NBIS或CIFR等高增长标的实现资产复利，而非止步于FIRE。
@wallstreetbets 太多人盯着财务独立与提早退休(FIRE)，却没意识到他们仍可以像南希·佩洛西那样，通过 $NBIS 或 $CIFR 这类标的，将 $5M 的投资组合复利增长至 $50m。
英文原文
@wallstreetbets Too many people looking at FIRE and not realizing they can still compound their $5M portfolio to $50m like Nancy Pelosi with stuff like $NBIS or $CIFR
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长期仅投RKLB，短期看好NBIS和CIFR的超大规模扩张。
@Melissa09744266 除非是 $RKLB，否则我不做长期投资，因为太空领域关乎国家安全，拥有巨大的护城河，且仅次于 SpaceX。不过，我预计 4-5 年后 AWS 和 GOOGL 的超大规模云服务商芯片可能会准备好。在那之前，我们仍处于以 $NBIS 和 $CIFR 为代表的超大规模扩张模式。
英文原文
@Melissa09744266 I don't long term invest unless it's $RKLB since space is a national security issue, huge moat m, and #2 second to SpaceX. But yeah I'd expect in 4-5 years AWS, GOOGL hyperscaler chips might be ready around then. Until then, we're in hyperscaling mode with $NBIS and $CIFR.
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看好NBIS/CIFR，拒绝参与NUAI的恶性稀释。
@Lotterystonks @GClandesti37321 我很乐意在 $NBIS 或 $CIFR 以良好条款完成稀释并实现规模化后投资。但如果 $NUAI 以低于市场价95%的价格稀释现有持有者10亿美元以上，并将规模扩大至30多亿股，那我就不想参与。
英文原文
@Lotterystonks @GClandesti37321 I'm happy to invest like $NBIS or $CIFR after they completed their dilution at good terms and are scaling. But if $NUAI are diluting existing holders $1B+ and scaling that to 3B+ more shares at 95% under market rate, then I don't want to participate.
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买入IREN，看好其获超大规模云服务商合同潜力。
@cronked 谢谢！回复晚了，但在下跌后我买入了一些 $IREN。它比 $NBIS、$CIFR、$WULF 更具投机性，但我预计未来会有超大规模云服务商(hyperscaler)的合同。显然 $NBIS 的非对称回报(asymmetric return)潜力最大，但拥有其他新云(neoclouds)公司也不错。
英文原文
@cronked Thanks! late reply, but I bought some $IREN after the drop. It's more speculative than $NBIS, $CIFR, $WULF, but I'd expect a hyperscaler contract down the road. Obviously $NBIS is most asymmetric return but wouldn't be bad to have other neoclouds up there too
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解析超大规模云厂商资本支出向NeoClouds转移的逻辑，看好NBIS等标的的高回报潜力。
NeoCloud 论点：超大规模云厂商资本支出漏斗 为什么我要投入 150 万美元以上到 NeoClouds（新型云服务商），以及为什么这可能带来 200-300%+ 的回报。 🔹 分类 Mag7（美股七巨头）合约方：$CRWV, $NBIS ✅, $WULF, $CIFR ✅ 带算力：$IREN ✅, $BITF 投机性：$WYFI, $GRRR ✅, $SLNH 转向 HPC（高性能计算）的矿工：$RIOT, $MARA, $CLSK, $HUT 论点： Mag7 的 AI 算力紧张，这是 $NVDA 设计使然。 原本流向 AWS、MSFT Azure、Google Cloud 用于传统算力的数万亿美元资本支出，当它们无法处理来自 Anthropic、OpenAI、Gemini 等的新 AI 负载时，现在将漏斗式流入 NeoClouds。 这是一个十年一遇的机会，类似于让 $NVDA 成为 4 万亿美元公司的 GPU 军备竞赛，关键在于未来 5-10 年为 AWS/Azure 等提供基础设施支持的是谁。 NBIS（来自 MSFT 的 170 亿）、CIFR / WULF（来自 GOOGL 的 30 亿）、CRWV（由 NVDA 背书）都在以数百百分比的速度扩张（NBIS 季度收入从 1.5 亿增长到可能超过 15 亿），且拥有 60-80% 的毛利率。 这种收入增长在历史上几乎闻所未闻。这主要是因为最富有的超大规模云厂商将资本支出漏斗式注入这些小公司。 NVDA / TSM（2022->）：为超大规模云厂商提供 GPU CRDO / ALAB（2024 ->）：超大规模云厂商获胜 -> 抛物线式增长。 NBIS/CIFR/IREN 等（2025 - ）AWS/Azure 等 -> 来自 AI 算力的抛物线式增长 这就是如何获得数百百分比回报的方法，而不是在 Paypal 上进行价值投资。动量交易下一代公司。 所以看空论点通常涉及 - 执行风险（以前更偏向投机，现在像 NBIS 这样的公司有 40 多亿资金来执行） 人们总是担心执行问题，但如果微软或谷歌没有做自己的尽职调查，是不会签署如此大的 5-10 年合约的。 - 高利率（主要看你 CRWV），这就是为什么 NBIS、CIFR 等具有惊人的回报潜力。 $NBIS 在每股 138 美元以上时有 40 多亿资金（现在是 107 美元）。$CIFR 在每股 16 美元以上时有资金（现在是 11 美元）。高于当前价格的资金是一个看涨信号。 - GPU 折旧（有效的担忧，但这几乎像石油一样，即使是旧型号也保持了价值并仍然提供权益）。 - 估值（我认为我们才刚刚开始。如果 NBIS 明年规模达到 60 亿收入，75% 毛利率），260 亿市值非常小。 - NVDA 可能推出自己的 GPU 即服务并直接竞争。目前这些 NeoClouds 是 NVDA 防止对 Azure/AWS 等集中风险的答案。 - 定制超大规模云厂商芯片如 TPU、Trainium。但可能还需要几年，因为他们仍在乞求 NVDA 算力并签署了 5-10 年合约。 无论如何，像 Nebius 这样的 NeoClouds 相对于远期收入/毛利率确实被低估了。 我们仍然处于非常早期的阶段。确保像特朗普选举时的 Crypto/TSLA 或 OpenAI 发布时的 NVDA 一样搭乘 NeoCloud 浪潮。 当然，这高度投机，我不会建议全仓 YOLO，但对于这些为 Google/MSFT 等（Mag7 的现金牛）提供 AI 工作负载的小型 5-200 亿 NeoClouds，风险与回报是值得的。（交易时间范围：8 个月 - 1 年。） 这是 2025-2026 年最好的非对称 AI 基础设施交易。
英文原文
The NeoCloud Thesis: Hyperscaler Capex Funnel Why I'm putting $1.5M+ into Neoclouds, and why this might be a 200-300%+ return. 🔹 Buckets Mag7 contracts: $CRWV, $NBIS ✅, $WULF, $CIFR ✅ With compute: $IREN ✅, $BITF Speculative: $WYFI, $GRRR ✅, $SLNH Miners pivoting to HPC: $RIOT, $MARA, $CLSK, $HUT Thesis: Mag7 is AI compute strained, by design from $NVDA. Trillions of capex that normally flowed through AWS, MSFT Azure, Google Cloud for traditional compute, will now funnel into NeoClouds when they cant handle new AI loads from Anthropic, OpenAI, Gemini, etc. This is a once-a-decade opportunity, similar to the GPU arms race that made $NVDA a $4T company, on who powers the infra for AWS/Azure/etc for the next 5-10 years. NBIS (17B from MSFT), CIFR / WULF (3B from GOOGL), CRWV (backstopped by NVDA) are all scaling hundreds of percent (NBIS went from 150M quarterly revenue to likely 1.5B+) with 60-80% gross profit margins. This revenue growth is almost unheard in history. It's mainly because it's the wealthiest hyperscalers funneling capex into tiny companies. NVDA / TSM (2022->): GPU for hyperscalers CRDO / ALAB (2024 ->): hyperscaler wins -> parabolic growth. NBIS/CIFR/IREN/etc (2025 - ) AWS/Azure/etc. -> parabolic growth from AI compute This is how you get hundreds of % in return, not value investing in Paypal. Momentum riding the next generational companies. So bear thesis usually involves around - Execution Risk (before it was more speculative, now companies like NBIS have 4B+ to execute) People can always worry about execution but Microsoft or Google would not be signing such large 5-10 year contracts without their own DD. - Large interest rates (mainly looking at you CRWV), that's why NBIS, CIFR, and others have potential amazing returns. You have 4B+ in funding for $NBIS at $138+ a share (when it's $107 now). And funding for $CIFR at $16+ a share when it's $11 now. ABOVE current price funding is a bullish tell. - GPU depreciation (valid concern but it's almost like oil, even older models kept their value and still deliver equity). - Valuation (I still think we're just getting started. If NBIS scales to 6B rev next year 75% gross margin), 26B marketcap is extremely tiny. - NVDA potentially launching their own GPU-as-a-service and directly competing. Right now these Neoclouds are NVDA's answer to preventing concentration risk to Azure/AWS/etc. - Custom hyperscaler chips like TPU, Trainium. But likely years away, since they're still begging for NVDA compute and signed 5Y-10Y contracts. Regardless these neoclouds like Nebius are really undervalued relative to forward revenue/gross margins. We're still very early. Make sure to ride the Neocloud wave like Crypto/TSLA with Trump election or NVDA with OpenAI release. Of course this is highly speculative and I wouldn't YOLO full port calls, but Risk vs. Reward on these little 5-20B neoclouds powering AI workloads for Google/MSFT/etc, the cash cows of Mag7, is worth it. (Trade time Horizon: 8m - 1 year.) This is the single best asymmetric AI infrastructure trade for 2025-2026.
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作者打破只买正股规则，在特定黑天鹅或底部信号下转向期权策略。
我在这里打破了自己关于只买正股而非看涨期权(call)的经验法则——32%的隐含波动率(IV)股票，但通常如果发生黑天鹅事件导致无关紧要的下跌，例如 $IREN 因摩根大通(JPM)糟糕的目标价下跌14%。或者 $CIFR 下跌17%后仅因 $GOOGL 的支撑而下跌5%，这时我会转向看涨期权。通常如果我认为触底了，或者认为像 $TSM $AMZN 这样的股票会在几个月内上涨，且我在定投(DCA)，且IV没有偏离32%太多且不至于糟糕，我会考虑使用期权。当然也有例外，比如 $IBIT 高IV时跳入周度备兑看涨期权(covered calls)，但那是另一种策略。不过，抄底时机极难把握。
英文原文
I broke my own rule of thumb here about shares only vs. call -> 32% IV stock but usually if something black swans off something immaterial eg. $IREN 14% drop off JPM bs price target. Or $CIFR 17% drop into 5% drop off $GOOGL backstopping it, then I switch to calls. Usually if I think it's a bottom or if I think a stock would go up like $TSM $AMZN over a few months and I'm DCA and IV isn't way off 32% and horrendous I'd consider it. There's exceptions obviously like $IBIT with higher IV leaps into weekly covered calls but that's another strategy. Bottom timing is extremely hard though
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分享今日多只股票及加密货币的短期交易与长期持仓逻辑。
除了ORCL、$NBIS、$IREN、$CIFR之外，今天这些是一些有趣的（短期）投资组合新增/交易和入场点，如果你好奇的话，附上我的一点点理由： GEMI ~$23.9 - 有趣的短期波段交易，随时波动+-~5%。不过从市值(Market Cap)来看被高估了。 AMZN ~$219.78 - 为4个月的时间框架进行定投(DCA)。 Figma ~$52.65 - 之前跌了4-5%，预计它会恢复。利润率在10亿美元营收基础上高达90%或类似的离谱数字。有趣的短期交易。 RKLB ~ $46.29 - 在$43 -> 53之间有趣的波段交易。 CRDO ~ $142.21 - 只是觉得它可能在10月反弹，定投(DCA)。 BTC ~ $109.5k - 不太在意+-5k的波动，这是为了长期持仓。 KLAR ~ $39.95 - 有趣的波段交易。 ETOR ~ $40.95 - 难以置信的低估lol。我可能会持有这东西$1M，而价格就保持不变。 当然，还在ORCL、CIFR、NBIS、IREN等股票上卖出了虚值(Out of the Money)的周权备兑看涨期权(Covered Calls)。
英文原文
Apart from ORCL, $NBIS, $IREN, $CIFR today these were some fun (short term) portfolio adds/trades and entries if you were curious + tiny bit of my reasoning: GEMI ~$23.9 - fun short term swing trade +- ~5% all the time. Overvalued though MC wise. AMZN ~$219.78 - DCA for 4 month timeframe. Figma ~$52.65 - was down like 4-5%, just expected it to recover. Profit margins are like 90% or something stupid off 1B revenue. Fun short term trade RKLB ~ $46.29 - fun swing trade between $43 -> 53. CRDO ~ $142.21 - Just thought it might rebound in Oct, DCA BTC ~ $109.5k - don't really care about +-5k too much, this is for long term positions. KLAR ~ $39.95 - fun swing trade ETOR ~ $40.95 - incredibly undervalued lol. I might end up with $1M of this thing and it will just stay the same price. And of course sold weekly covered calls on ORCL, CIFR, NBIS, IREN, etc... for way out of money strikes.
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博主分享期权交易盈利，但警告高风险，建议买入正股。
@pepemoonboy 谢谢！我今天做的每一笔 $NBIS $CIFR $IRRN 看涨期权(call) 都盈利了，涨幅大约在 5-20%。但我不会向任何人推荐短期看涨期权，因为风险真的很高。买入正股(shares) 才是正道！我只在我觉得是日内底部时才做看涨期权，而且我也稍微有点运气。
英文原文
@pepemoonboy Thanks! I'm green on every single $NBIS $CIFR $IRRN call by like 5-20% today but I wouldn't recommend short term calls to anyone since risk is really high. Shares are the way to go! I only do calls when I feel like it's the daily bottom and I had a bit of luck on my side
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博主分享在CIFR和NBIS抄底，并小额投机IREN看涨期权。
交易还没结束！虽然价格可能还会下跌，但我喜欢在这些价位。我也发实时动态，这样大家就知道我确实在 $CIFR 和 $NBIS 上抄底。另外加了 1.5 万美元的极短期 $IREN 看涨期权，不建议大家这么做。我只是手头有点零钱。
英文原文
Trading day isn't over yet! Also prices could still go down but I like them at these levels. I post live too so people know so people know I'm actually timing the bottoms with $CIFR and $NBIS. Also added $15k in very short term $IREN calls, would not recommend this one. I just have spare change
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专注 $CIFR 看涨期权，逢低加仓 $NBIS 因看好基本面。
@taleino93 了解得不够多，我会专注于 $CIFR，我认为它很可能会回到 16 美元。目前我持有了约 5 万美元的看涨期权。对 $NBIS 的回调感到满意。如果它再次下跌，我会继续加仓看涨期权，因为我对基本面很有信心。
英文原文
@taleino93 Don't know enough, I'd just concentrate in $CIFR likely to head back to $16 imo. Ended up with $50k-ish in calls so far. Happy with $NBIS dip. I'll keep adding calls if they drop again since I'm convinced about fundamentals https://t.co/ahm6Bw4T1a
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超成长股遭抛售，矿企因降息预期下调而过度反应。
@claudiohrios 许多超高速增长股如 $ALAB、$CRDO，以及像 $IREN（忽略摩根大通的观点）、$NBIS、$CIFR 这样的矿企股票正面临大量抛售。前两者的抛售更有道理，但三次降息概率降低 8% 真的不值得矿企出现如此剧烈的抛售。
英文原文
@claudiohrios There's quite a lot of selling on a lot of hyper growth stocks like $ALAB, $CRDO, miners like $IREN (ignore J.P. Morgan), $NBIS, $CIFR. The first two make more sense, but decreasing triple rate cut odds by 8% really doesn't deserve this selloff for miners.
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博主看好矿企风险收益比，逢低加仓CIFR期权、NBIS期权及IREN股票。
呃，我通常不做期权看涨合约，但我觉得矿企的风险收益比不错。在 $CIFR 下跌 5% 至 $11 时，我加仓了价值 $30k 的 1 月 $11 行权价看涨期权。在 $NBIS 下跌 4.6% 至 $103 时，我加仓了价值 $100k 的看涨期权，这只是其中一个行权价。在 $IREN 下跌 13% 时，我以 $40.13 的价格加仓了股票。
英文原文
Eh I normally don't do calls but risk/reward looks good to me on miners Added $CIFR $30k worth of Jan calls $11 strike on the 5% drop to $11. Added $NBIS $100k worth of calls, this was just one of the strikes on the 4.6% drop to $103. Added $IREN shares $40.13 on the 13% drop. https://t.co/OP9EYjg34h
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宏观及BTC波动致NBIS/CIFR大跌，看好CIFR逢低买入机会。
是的，这是宏观因素（3倍降息预期已被消化）的混合影响，$NBIS 下跌了5%，还有其他因素。此外，$CIFR 资产负债表上持有约1.54亿美元的比特币，尽管如果比特币大幅下跌，这有点反应过度。当然也可能是“利好出尽”，但消息面基本面良好，且稀释条款也不错。所以在如此大幅下跌时买入是个好机会。
英文原文
Yeah it's a mix of macro (3x rate cut priced down) $NBIS dropped 5% and others. On top of that $CIFR has like $154M BTC on their balance sheet, though it's a bit of an overreaction if BTC went down a ton. Also sell the news I guess, but news turned out to be fundamentally good + dilution terms were good too. So good opportunity to buy at such a large drop.
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分析CIFR稀释利好及低债优势，但更看好NBIS并计划加仓。
@__visionxry__ 一直在等待稀释消息，结果证明是利好，而非像 $CRWV 那样引发巨大的市场兴趣。 正如承诺给一位粉丝的那样，我进一步研究了 $CIFR。在股价下跌 17.54% 时买入是很好的操作。鉴于其资产负债表上持有 1,414 枚比特币（占比 -6.32%）以及宏观因素，这很可能是过度反应。 30 亿美元的合同期为 10 年，相比之下 $NBIS 的合同是 5 年 170 亿美元。刚刚（1 小时前）公布的 10 亿美元以上稀释消息，0% 的兴趣率（不同于 $CRWV 的 9%）确实是利好。以 16.06 美元的价格发行，比当前市场利率高出 38% 以上。 这就是正确的稀释方式。 资产负债表上的债务也很低，虽然可能还会有更多稀释，但之后股价应该会上升。在接近该数值时可能会有短期压力，但风险回报比依然不错。 目前我仍然更看好 NBIS > CIFR，可能会在这些价位再买入 30 万美元的 NBIS，我可能会少量买入 CIFR，但它依然是一家很扎实的公司。
英文原文
@__visionxry__ Was waiting for dilution news and turned out to be positive rather than large interest that $CRWV did https://t.co/9B5OXuk0J2
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分析CIFR稀释利好及低债优势，但认为NBIS更具投资价值。
应粉丝要求，进一步研究了 $CIFR。在股价下跌 17.54% 时买入是个好机会。考虑到宏观因素，加上资产负债表上持有 1,414 枚比特币（-6.32%），这很可能是过度反应。 $30 亿的交易为期 10 年，相比之下 $NBIS 的 $170 亿交易仅为 5 年。刚刚（1 小时前）公布的 10 亿+ 稀释消息，且利率为 0%（不同于 $CRWV 的 9%），这其实是利好。当前价格 $16.06 高于市场利率 38%+。 这就是正确的稀释方式。 资产负债表上债务也很低，虽然可能还会有更多稀释，但之后应该会上涨。接近该数值时可能会有短期压力，但风险回报比仅针对股票而言是很好的。 目前我仍更偏好 NBIS > CIFR，可能会在这些价位再买入 $30 万 NBIS，CIFR 可能会买一点点，但它依然是一家很扎实的公司。
英文原文
As promised to a follower, looked into $CIFR more. Good buy on the 17.54% drop. It's ikely an overreaction due to the fact they had 1,414 BTC (-6.32%) on the balance sheet on top of macro. $3B deal was over 10y, compared to $NBIS $17B for 5 years. 1B+ dilution news just now (1h ago), 0% interest (unlike $CRWV 9%) is really positive. It's at 38%+ above current market rate at $16.06. This is how you do dilution. Very low debt on balance sheet too, there's probably going to be more dilution too but should rise afterward. There's likely going to be short term pressure approaching that number but risk-return shares only is good. As of now I'd prefer NBIS > CIFR though and would probably just buy another $300k worth of NBIS at these levels, I'll probably buy a tiny bit but still a solid company.
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认为CIFR稀释条款优，建议逢低买入
@miningstockinfo @CipherInc 恕我直言，公司就应该这样进行稀释。对 $CIFR 来说条款相当不错，这里可能是一个不错的逢低买入机会。
英文原文
@miningstockinfo @CipherInc This is how companies should do dilution imo. Pretty good terms for $CIFR, might be a good dip buy here.
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分享9/25市场观点、定投计划及详细投资组合权重。
9月25日的每日思考+市场下跌分析，如果你喜欢我的见解： 1. 三次降息（Triple rate cut）的概率从65%降至56%。这影响很大，因为人们正在提前交易（front-running）降息预期。无论如何，任何降息通常都会带来大量资金流入，因此对几个月后的市场总体看涨。鲍威尔关于市场估值过高的观点在某些股票上确实成立。Oklo、Quantum等严重高估，但我从不做空。甚至像RKLB这样我喜欢的股票也严重高估。但由于通胀，场外资金太多，除了股票、房地产和BTC外别无他物可持。三次降息意味着他们希望“抢椅子游戏”（musical chairs）再持续8个月。我会开始担心明年夏天。 2. 市场过去两天下跌，我会利用这个机会在$Z下跌15%后定投（DCA），或在$NBIS下跌5%后买入AMZN。我仍需研究$CIFR，因此在下跌17.5%后还不能完全有信心推荐（暂时），如果我喜欢它，我可能会隔夜买入。还有很多有趣的标的可以波段交易，比如RKLB。我仍在等待下个月TGT的六位数看涨期权收益，因为11月的股息。大家都在加载AMZN的看涨期权，但像GOOGL一样，它可能会跌至$210->$200的水平，人们放弃后开始一波愚蠢的反弹。这就是为什么我说如果跌更多就换成看涨期权。 3. 大量税务亏损收割（tax harvesting）正在进行。如果你有耐心等4个月，像ETOR、TGT、LULU这样被低估的公司可能会恢复，但显然除非你使用杠杆+期权，否则不会获得600%+的收益。对于耐心的投资者来说，现在是囤货的好时机。 4. 我一直主张在市场放弃时（例如以太坊$1600）在低位买入，而当Bitmine出现新叙事时，在$4k+卖出是好的时机。即使跌至$3.5k我也不会抄底。我对此有一个完整的论点，但留到另一天再说。这与NBIS不同，后者投机性较低，比如一个170亿美元的合同流入一家市值250亿美元的公司，这只是执行+等待的问题。仍在等待LTC，小市值，市场仍定价90%的ETF获批。几个月后LTC可能会有一个新的Bitmine，凭借小市值可以大幅反弹。 5. 我从未见过除了“ thirst traps”（诱惑照）之外，书签数超过点赞数的帖子，所以你们一定喜欢我的投资组合权重！你已经看到我在这里做日内交易：https://t.co/AjTB69Na65，但每次改变头寸都进行喊单有点烦人，所以我更喜欢只发布一般性见解+论点。 6. 市场定价的是远期收入，即使你今天看到NBIS、TSM等下跌，它们基本面很好，可能会继续上涨。
英文原文
So daily thoughts on Sept 25th + market drop if you like my insights: 1. 3x rate cut went from 65% to 56% from data today. This is a lot more material, since people are front-running rate cuts now. Either way, any rate cut usually lead to large inflows so it's generally bullish for markets months out. Powell's thoughts about market being overvalued holds kind of true for certain stocks. Oklo, Quantum, etc. way too overvalued but never short. Even stuff i love like RKLB, really overvalued. But there's too much money flowing on sidelines, nothing else to hold other than stocks, real estate, btc, because of all the inflation. Triple rate cut implies they want to keep musical chairs running for another 8 moths. I'd start to worry around Summer next year. 2. Market droplast two days, I'd use the opportunity to DCA into $Z after 15% drop, AMZN, or $NBIS after 5%. I still need to research $CIFR so can't really full conviction recommend it after a 17.5% drop (yet), if I like it I'd probably buy overnight. Lot of fun things to swing trade like RKLB on the side. I'm still waiting next month for 6 figures in TGT calls, cause of Nov dividend. Everyone's loading AMZN calls now, but like GOOGL it will might drop to levels like $210 -> $200, where people give up then start some stupid rally. That's kinda why I said shares into calls if it drops more. 3. Lot of tax harvesting taking place. If you have the patience to wait 4 months, lot of undervalued companies like ETOR, TGT, LULU, will likely recover but obviously won't net 600%+ gains unless you do leverage + options. Great time to stock up if you're a patient investor. 4. I've always maintained you should buy stuff at the lows when market gives up on it (eg. Ethereum $1600), and when there's a new narrative with Bitmine, it's a good time to sell at $4k+. I wouldn't buy the dip even if it drops to $3.5k. I have a whole thesis on this but I'll save this for another day. This is only different if it's less speculative like NBIS, like a literal $17B contract flowing into a 25B marketcap company and it's just a matter of execution + waiting. Still waiting for LTC, small marketcap, market still pricing in 90% etf approval. There's likely going to be a new BItmine for Litcoin in a few months, and with a small MC can rally quite a bit. 5. I've never seen a post get more bookmarks than likes other than thirst traps, so you all must like my portfolio weighting! You've already seen me day trade here: https://t.co/AjTB69Na65 but it's a little annoying for me to do call-outs every time I change positions so I'd prefer to just post general insights + thesis. 6. Market prices in forward revenue, even if you see stuff like NBIS, TSM and stuff dropping today, they're great fundamentally and will likely keep going up.
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建议卖出CC虚值期权，逢低买入CIFR，GOOGL待进一步调研。
@DeepValueBagger 那些价值15万美元的牛排晚餐一定很美味。 说笑归说笑，卖出CC（Circus Circus）深度虚值（+35%以上，3天到期）的期权是个好主意，尤其是如果你持有看涨期权的话。 乍一看，逢低分批买入（DCA）下跌16%的$CIFR是明智之举。不过我仍需对$GOOGL的交易做更多尽职调查（DD），以建立足够的信心。
英文原文
@DeepValueBagger Those $150k steak dinners must be tasty. Jokes aside, selling CC's way OTM (+35%+ 3d) is a good idea, especially if you calls. From first glance, it's smart to DCA $CIFR -16% dips. Though I still need to do more DD into the $GOOGL deal though to have enough conviction.
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作者强调需花1-2小时深入研究CIFR，暂不盲目逢低买入。
@__visionxry__ @pepemoonboy 哈哈，抱歉在我最近的帖子中“曝光”了你们，我只是在开玩笑。 我需要做更多关于 $CIFR 的研究，我对这家公司的了解还不够，现在还不能大喊“逢低买入”。 通常这需要我花上一两个小时去研究。
英文原文
@__visionxry__ @pepemoonboy lol sorry for outing you in my most recent post, i'm just joking I need to do more research into CIFR, I don't know enough about the company to be screaming buy the dip right now. Usually takes me an hour or two to look into it
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博主展示1000万高风险迷因组合，探讨极致收益与归零风险。
很多粉丝来自WSB（华尔街梗），没有风险过滤机制。如果我要用1000万美元为Reddit构建一个“迷因组合”以尝试最大化利润： 期权 $NBIS 3月20日 $130看涨期权 500万美元 AMZN 3月20日 $225看涨期权 200万美元 RUT 12月19日 $2400看涨期权 50万美元 2倍杠杆 $IREN 100万美元 $CIFR 100万美元 HIMS 50万美元 显然不推荐这样做，但如果我今天真的想尝试赚取1000%的收益，我会按当前价格这样操作。 如果你有1000万，好奇你会做什么风险博弈来换取豪宅还是温迪的垃圾桶。
英文原文
Lot of followers were from WSB with no risk-filter. If I had to build a meme-port for Reddit with $10m to try and maximize profit: Options $5M $NBIS Mar 20, $130 Call $2M AMZN Mar 20 $225 Call $500k RUT Dec 19 $2400 Call 2x Leverage $1M $IREN $1M $CIFR $500k HIMS Obviously not recommending this, but if I legitimately wanted to try and make 1000% I'd do this as of today's prices. If you had 10M, curious what risk-play you would do for a mansion vs. Wendys Dumpster.
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博主调侃为抄底CIFR、AMZN和NBIS不惜代价。
@pepemoonboy 为了逢低买入 $CIFR、$AMZN 和 $NBIS，捐出一两个肾都是值得的。我是基于亲身经历说的。
英文原文
@pepemoonboy Donating a kidney or two is worth it to buy the dip on $CIFR, $AMZN, and $NBIS. Speaking from experience here.
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博主寻求高确信度小盘股推荐，拟投入10万美元以上进行深度研究。
正在挖掘具有10倍以上上涨潜力且势头正劲的小盘股。如果大家对以下股票有基于理由的高确信度，我将投入10万美元以上： $APLD（市值50亿）、$CIFR（48亿，继$IREN上涨后） _ $ONDS（19.9亿）、$NVTS（13亿）、$MVST（10亿）或其他推荐 真心求问，非投资建议——只是在寻找深度研究(DD)线索
英文原文
Exploring small caps with 10x+ upside and gaining traction. Will throw $100k+ at some if people have high conviction with a reason: $APLD (5B), $CIFR (4.8B) after $IREN run _ $ONDS (1.99B), $NVTS (1.3B), $MVST (1B), or other recs Genuinely asking, not advice — just DD-hunting
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关注IREN，类比NBIS，看好矿企转型AI的投资机会。
在 $IREN 涨至 $30+ 后，我仍在关注它。这让我想起 $CRWV 大幅上涨后的 $NBIS。 有什么能阻止 $MARA、$RIOT、$CIFR、$CLSK、$HUT 等从比特币(BTC)转向人工智能(AI)吗？ 这可能是一个绝佳的投资机会。https://t.co/1HJSHsiPml
英文原文
Still looking @ $IREN after it's rise to $30+. Reminds me of $NBIS following $CRWV's massive rise. There's nothing stopping $MARA, $RIOT, $CIFR, $CLSK, $HUT and others from pivoting from BTC into AI right? Might be a great investment opportunity. https://t.co/1HJSHsiPml