$FORM
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FORM 与 ONTO 都不差
@labubu_trader $FORM 或 $ONTO 都很难出错。整个生态现在都在飞速加速。
英文原文
@labubu_trader Hard to go wrong with $FORM or $ONTO. The whole ecosystem is just accelerating so fast right now.
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TER 不是好代理，FORM 和 VIAV 更纯
@gregory_FTA $TER 不是个好的代理，因为它们体量太大了。它们还暴露在非 AI 领域，比如智能手机芯片、EV/汽车。 而且它们还要面对 Advantest 的竞争。 更好的信号是更纯粹的标的，比如 $FORM 和 $VIAV。
英文原文
@gregory_FTA $TER is not a good proxy because they're extremely large. They had exposure to non-AI segments like smartphone chips, EV/automotive. Then they're facing competition from Advantest. Best signals are more pure play from $FORM and $VIAV.
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测试/良率链条普遍利多
我帮你盯着这件事（测试/良率篇）： $VIAV 和 $FORM 的财报：极度看多 这意味着什么？ 像 $ONTO / $CAMT 这样的名字会起飞。再加上 $TOWA（6315），因为有迹象显示存储产量正在激进爬坡。 像 Msscorps / $KEYS 这样的名字也会起飞。 更广泛来看，存储和光学生态的上游良率、测试、验证和检测都会大幅受益。而且如果它们正在扩产，这对 $COHR、$FN、$LITE 等也都是领先指标。 对 $VIAV： -> 4.068 亿美元 vs. 3.93 亿美元（超预期）同比增长 42.8%。 -> 每股收益 0.27 美元 vs. 0.2-0.24 美元 指引为 4.27 亿至 4.37 亿美元，显示加速。 对 $FORM： -> 2.26 亿美元，按年增长 32%，每股收益 0.56 美元 vs. 0.45 美元 -> 毛利率大幅提升到 49%（这说明有定价权）。 -> 指引为每股收益 0.61 美元，中值营收约 2.4 亿美元。 “高带宽存储（HBM）需求创纪录，以及代工和逻辑网络应用更强劲” 基本上就是更小的良率/测试生态整体都在起飞。BRRR。
英文原文
Monitoring the situation for you (testing/yields edition): $VIAV and $FORM earnings: Extremely Bullish So what does this mean? Names like $ONTO / $CAMT go brr. Throw in $TOWA (6315), since there's indication of aggressive memory production ramp. Names like Msscorps / $KEYS should go brrr. Broader upstream yields, test, validation, and inspection for both memory + optical ecosystem go heavily BRRR. And it's a leading indicator for $COHR, $FN, $LITE, and others if they're ramping up production. For $VIAV: -> $406.8M vs. $393M (beat) 42.8% Y/Y growth. -> $.27 EPS vs $0.2-$0.24 Guidance was $427m-$437m, indicating acceleration. For $FORM: -> $226M, 32% Y/Y, $.56 EPS vs. $.45 -> margins increased a TON to 49% (which indicates pricing power). -> Guidance was $.61 EPS, midpoint ~$240m revenue. "Record demand for High Bandwidth Memory (HBM) and stronger "Foundry & Logic networking applications" Basically the smaller yields/test ecosystem in general. BRRR.
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看好 FORM，但更偏向台湾日本的小众玩家。
@JonkooTrades 我今年 / 去年早些时候做多过 $FORM。 我个人觉得它大概率还会继续涨，但台湾 / 日本那边还有一些不那么出名的玩家，潜在上涨空间更大。
英文原文
@JonkooTrades I was long $FORM earlier this year/last year. IMO probably going to keep going up but there’s higher upside from some lesser known players over in Taiwan/Japan.
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列出硅光晶圆测试瓶颈相关的几个标的。
“硅光扩产碰到了晶圆测试瓶颈” - $FORM（ficontec 离开后更有帮助），$AEHR - 台湾这边有 MPI（6223）、MA-tek（3587）、MSScorps（6830） - 再往上还有大市值的 $TER、Advantest（6857） 如果你感兴趣，这些大概是我脑子里能立刻想到的一些不错曝光。 我很快会给大家做一个更深入的 ETF 版本。
英文原文
"Silicon photonics scaling hits wafer testing bottleneck" - $FORM (helps that ficontec left), $AEHR - Over in Taiwan MPI (6223), MA-tek (3587), MSScorps (6830) - Then large cap Cap - $TER, Advantest (6857) Are some decent exposure off the top of my head if you’re curious. I’ll make a deeper dive ETF for you all soon.
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回顾自己今年已点名多只三位数涨幅股票，并解释自己为何坚持做多。
我感觉自己点名过最多只实现三位数涨幅的股票…… 历史上大概没有几个人比我更多吧？所以我现在才有 15 万以上的关注者！ 在短时间内： $AXTI -> 5 倍+ $AAOI -> 5 倍 $SIVE -> 2 倍+ $LITE -> 2 倍+ $IQE -> 2 倍+ $AEHR -> 2 倍+ $CRCL -> 2 倍+ $EWY IV -> 2 倍 Unimicron -> 2 倍+ Nitto Boseki -> 2 倍+ $OSS -> 2 倍+ $GDRZF -> 2 倍+ $AEHR -> 2 倍 还有更多，比如 $TSEM、$RPI 也接近三位数涨幅。 这里面还不包括去年像 $HOOD 或 $RKLB 那样实现三位数涨幅的很多标的，这里只算今年年初至今。 像 $FORM 以及 Macronix 之类的，还有 $NBIS，从 70 美元底部算起其实也翻倍了。但我不会把这些都算到自己头上，因为当时我没有在那个时间段专门发具体帖子。 只是随口提到很多标的，和真正有 conviction、专门写 thesis 帖子、把催化时间点判断对、并且自己真的做多，是不一样的。 不过如果这些观点帮助散户站在了正确方向上，我还是很开心的。 尤其是他们不需要花 2000 美元以上去看别人做多了哪些票，或者加入某种“特别俱乐部”才能讨论公司。
英文原文
I feel like I've called out the most triple digit stock returns YTD... Out of anyone in history? Hence why I have 150k+ followers now! In just a short timeframe: $AXTI -> 5x+ $AAOI -> 5x $SIVE -> 2x+ $LITE -> 2x+ $IQE -> 2x+ $AEHR -> 2x+ $CRCL -> 2x+ $EWY IV -> 2x Unimicron -> 2x+ Nitto Boseki -> 2x+ $OSS -> 2x+ $GDRZF -> 2x+ $AEHR -> 2x With many more like $TSEM, $RPI having close to triple digit returns. Not including many others last year like $HOOD or $RKLB for triple digit returns, just this YTD. There's stuff like $FORM and others like Macronix... and $NBIS that actually doubled from the bottom at $70. But I won't take credit since I didn't do a specific post about it during the timeframes. There's a difference between just mentioning among many other tickers. Then having conviction like myself, writing a specific thesis post about it, getting catalyst timing right, and going long yourself. But proud if this helped retail going the right direction. Especially that they don’t need to pay $2,000+ just to see tickers people go long on or join some “special club” for company discussion.
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把 CPO / SiPh 测试瓶颈视作大机会，并点名相关公司。
Digitimes：台湾正试图解决 CPO 测试瓶颈，以便 AI 数据中心的 SiPh 规模化。 很大。重点。就在：“CPO 和硅光瓶颈” + “测试”。 $FORM、$KEYS、$ASE 和 $ATEYY 是这个瓶颈里比较热门的名字，比如光学对准。 另外还有 $AEHR，可以提供对 SiPh 良率 / 测试瓶颈的敞口。 预测显示，到 2026 年，超过 50% 的数据中心收发器销售将来自硅光模块（SiPh）。 现在 2026 年，资格认证周期还挺多的： 但量产爬坡随时都可能到来。
英文原文
Digitimes: Taiwan tackles CPO testing bottlenecks to scale SiPh for AI data centers. Huge. Emphasis. on: "CPO and Silicon Photonics bottleneck" + "Testing." $FORM, $KEYS, $ASE, and $ATEYY are popular ones ones in this bottleneck eg. optical alignment. Then there's $AEHR for exposure to SipH yields/testing bottlenecks. Forecasts show that by 2026, over 50% of data center transceiver sales will come from silicon photonics (SiPh) modules. Right now, in 2026, there's quite still a few qualification cycles: But expect mass order ramp to hit anytime.
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整理Mirae Asset的CPO价值链全图，涵盖激光源到EDA各环节上市公司
来自Mirae Asset的CPO价值链概览： 激光源： Coherent < $COHR > Lumentum < $LITE > Furukawa Electric (TYO: 5801) Yuanjie Semiconductor (SHA: 688498) Innolight Technology / 中际旭创 (SZSE: 300308) PIC代工： TSMC < $TSM > GlobalFoundries $GFS Samsung Electronics (KRX: 005930) Tower Semiconductor < $TSEM > EIC、驱动IC： Broadcom < $AVGO > Marvell < $MRVL > NVIDIA < $NVDA > ELS、光引擎： Innolight / 中际旭创 (SZSE: 300308) TFC / 苏州天孚光通信 (SZSE: 300394) O-Net Technologies Eoptolink Technology (SZSE: 300502) FAU（光纤阵列单元）： Senko Advanced Components（私企） Sumitomo Electric (TYO: 5802) TFC (SZSE: 300394) FOCI Fiber Optic Communications (TWO: 3363) FAU、对准工具： ficonTEC（私企） All Ring Tech (TWO: 6187) ADST（私企） FAU、引擎组装： Fabrinet < $FN > Hon Hai / Foxconn (TWSE: 2317) ASE Technology < $ASX > FOCI (TWO: 3363) OSAT、先进封装： ASE Technology < $ASX > Amkor < $AMKR > Kyocera (TYO: 6971) Powertech / PTI (TWSE: 6239) Shinko Electric (TYO: 6967) Fabrinet < $FN > 连接器、套管： Senko Advanced Components（私企） Sumitomo Electric (TYO: 5802) US Conec（私企） T&S Communications (SZSE: 300570) Molex（私企） Browave (TWO: 3163) 光纤： Corning < $GLW > Sumitomo Electric (TYO: 5802) Nittobo / 日东纺绩 (TYO: 3110) 电/光测试： Keysight < $KEYS > Teradyne < $TER > FormFactor < $FORM > Chroma ATE (TWSE: 2360) Multilane（私企） 交换、系统： NVIDIA < $NVDA > Broadcom < $AVGO > Marvell < $MRVL > Google < $GOOGL > EDA： Synopsys < $SNPS > Cadence < $CDNS > Ansys < $ANSS > 对这些名单中的一些名称感到困惑，他们可能混淆了一些公司，比如把Innolight和激光源公司（如$MTSI、Sumitomo、$SIVE、Luxnet）与实际终端模块混在一起了（除非有什么非公开材料或者我遗漏了）。 但对于对这个领域感兴趣的人来说，这是一个很好的高层概览。 （该推文引用了 @aleabitoreddit 的推文，引用内容仅供理解语境）: CPO领域Mirae分析师笔记： 规模化方向： CPO ASIC：$AVGO、$MRVL 光收发器：$COHR、$LITE、中际旭创 DSP/PAM4：$AVGO、$MRVL 相干DCI：$CIEN、$NOK OCS设备：iPronics、Polatis 光缆/光纤：$GLW、Prysmian、Furukawa HCF：$LITE、OFS DCI相干：Ciena、Nokia、Huawei 光放大器：$LITE、$COHR OCS网关：KDDI 规模提升方向： SiPh代工：imec、$GFS、$TSM SiPh调制器：$NVDA（内部MRM）、$INTC ELS：NTT、Furukawa、$LITE、$COHR 太赫兹互连：研发阶段？ CPO测试："新玩家进入增加" 微透镜/光学系统："新玩家进入增加" TLDR：规模提升的CPO即将到来。我认为分析师笔记遗漏了一堆上游公司名称，并把ELS和光源混为一谈了。 但对于了解他们认为谁是领先玩家来说，这是个很好的高层概览。
英文原文
CPO Value Chain Summary from Mirae Asset: Laser Source: Coherent < $COHR > Lumentum < $LITE > Furukawa Electric (TYO: 5801) Yuanjie Semiconductor (SHA: 688498) Innolight Technology / Zhongji Innolight (SZSE: 300308) PIC Foundry: TSMC < $TSM > GlobalFoundries $GFS Samsung Electronics (KRX: 005930) Tower Semiconductor < $TSEM> EIC, Driver IC: Broadcom < $AVGO > Marvell < $MRVL > NVIDIA < $NVDA > ELS, Optical Engine Innolight / Zhongji Innolight (SZSE: 300308) TFC / Suzhou TFC Optical Communication (SZSE: 300394) O-Net Technologies Eoptolink Technology (SZSE: 300502) FAU (Fiber Array Unit): Senko Advanced Components (Private) Sumitomo Electric (TYO: 5802) TFC (SZSE: 300394) FOCI Fiber Optic Communications (TWO: 3363) FAU, Align Tools: ficonTEC (Private) All Ring Tech (TWO: 6187) ADST (Private) FAU, Engine Assembly: Fabrinet < $FN > Hon Hai / Foxconn (TWSE: 2317) ASE Technology < $ASX > FOCI (TWO: 3363) OSAT, Advanced Packaging: ASE Technology < $ASX > Amkor < $AMKR > Kyocera (TYO: 6971) Powertech / PTI (TWSE: 6239) Shinko Electric (TYO: 6967) Fabrinet < $FN > Connector, Ferrule: Senko Advanced Components (Private) Sumitomo Electric (TYO: 5802) US Conec (Private) T&S Communications (SZSE: 300570) Molex (Private) Browave (TWO: 3163) Fiber: Corning < $GLW > Sumitomo Electric (TYO: 5802) Nittobo / Nitto Boseki (TYO: 3110) E/O Testing: Keysight < $KEYS > Teradyne < $TER > FormFactor < $FORM > Chroma ATE (TWSE: 2360) Multilane (Private) Switch, System: NVIDIA < $NVDA > Broadcom < $AVGO > Marvell < $MRVL > Google < $GOOGL> EDA: Synopsys < $SNPS > Cadence < $CDNS > Ansys < $ANSS > Confused by some of names of the list, they might have conflated a few names like Innolight with laser source like $MTSI, Sumitomo, $SIVE, Luxnet, with the actual end module (unless there's something that's not public material or I missed)? But just for people interested in the landscape, this is a good high-level overview.
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认为 AEHR 可能即将迎来拐点，AMKR 还要等，FORM 也是今年的关注点。
@GoldenMeth 我认为 $AEHR 在这里是个不错的长仓，接下来几个月里很可能像 $AAOI 一样迎来拐点。 $AMKR 我会等到明年，因为它们还在 CapEx 阶段，产能大概到 2027 年底或 2028 年才真正上线，如果我没记错的话。 $FORM 也是我今年比较关注的一个。
英文原文
@GoldenMeth IMO $AEHR is a great long here and should hit its inflection point in the next few months like $AAOI. $AMKR better to wait next year since they’re in capex phase and their buildout comes online late 2027 or 2028 if I remember correctly. $FORM was a fan this yr
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展示CPO/光子学ETF模拟仓YTD表现，等权重投资收益率50%，看好光子学长周期。
Serenity的Silicon Photonics / CPO ETF模拟仓。各成分股年初至今收益率：$IQE：+282.5%，$AXTI：+246.6%，Landmark：167.54%，$AAOI：+157.37%，$SIVE：+113.08%，$SOI：+103.54%，$LITE：+100.27%，$LWLG：+92.35%，$VIAV：+88.71%，$AIXA：+73.92%，$AEHR：+70.4%，$CIEN：+67.67%，$FORM：+60.67%，$FOCI：+60.44%，$CAMT：+49.13%，$GLW：+46.77%，$SMHN：+45.94%，Fujikura：+43.89%，$COHR：+41.81%，$KEYS：+40.48%，$TSEM：+36.42%，$ASX：+29.89%，$MTSI：+28.34%，$NOK：+27.5%，Shin-Etsu：+27.33%，$ONTO：+26.28%，$BESI：+24.71%，$UMC：+18.11%，$INTC：+17.27%，$OXINF：+15.03%，$FN：+12.79%，Eoptolink：+11.82%，$TSM：+6.00%，$HIMX：+5.39%，$SMTC：+4.11%，Sumitomo：+3.67%，$CSCO：+3.25%，Innolight：+0.33%，$MRVL：+0.16%，$APH：-6.48%，$MXL：-7.62%，$AVGO：-7.99%，$POET：-12.99%，$TEL：-14.93%。这是回顾性的，但你们知道我在很多赢家仓位已经持有一段时间了（例如前六/七名，除了Landmark外的$AXTI或$LITE）。但如果你好奇年初投资整个光子学趋势的话，等权重收益率是多少？50.033%。我预计光子学长周期(supercycle)将持续未来数年，这些名字中的许多将成为未来的大受益者。特别是随着共封装光学(CPO)被用于扩展AI部署。光子学是AI的新架构范式。
英文原文
The Serenity Silicon Photonics / CPO ETF. YTD Returns of Each Index Stock: $IQE: +282.5% $AXTI: +246.6% Landmark: 167.54% $AAOI: +157.37% $SIVE: +113.08% $SOI: +103.54% $LITE: +100.27% $LWLG: +92.35% $VIAV: +88.71% $AIXA: +73.92% $AEHR: +70.4% $CIEN: +67.67% $FORM: +60.67% $FOCI: +60.44% $CAMT: +49.13% $GLW: +46.77% $SMHN: +45.94% Fujikura: +43.89% $COHR: +41.81% $KEYS: +40.48% $TSEM: +36.42% $ASX: +29.89% $MTSI: +28.34% $NOK: +27.5% Shin-Etsu: +27.33% $ONTO: +26.28% $BESI: +24.71% $UMC: +18.11% $INTC: +17.27% $OXINF: 15.03% $FN: +12.79% Eoptolink: +11.82% $TSM: +6.00% $HIMX: +5.39% $SMTC: +4.11% Sumitomo: +3.67% $CSCO: +3.25% Innolight: +.33% $MRVL: +.16% $APH: -6.48% $MXL: -7.62% $AVGO: -7.99% $POET: -12.99% $TEL: -14.93% This is retrospectively, but as you've known I've been in a lot of the winners for awhile (eg. Top 6/7 like $AXTI or $LITE aside from Landmark). However, if you were curious if you invested in the photonics trend as a whole at the start of the year. The equal weighted return? 50.033% I expect the Photonic Supercycle to last over the next several years, and many of these names to be large beneficaries going forward. Especially as CPO is used to scale AI deployments. Photonics is the new architectural paradigm for AI.
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称赞对方把从 CIEN 到 FORM 的所有名字都梳理得很好。
@TheValueist 从 $CIEN 到 $FORM，把每个名字都梳理得很棒！我相信看完这篇后，你也已经完全入场了。
英文原文
@TheValueist Great overview of every name from $CIEN to $FORM! I’m sure you’re locked in too now after this post
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认为光子 TAM 太大，完全可以做一个相关 ETF，但自己更喜欢直接持有个股。
很高兴听到！是啊，光子对 AI 的 TAM 实在太大了，所以会出现很多不同名字。 你当然可以把 $FORM、$KEYS、$VIAV、$AEHR 以及另外 20 多家公司做成一个 ETF，然后坐等。 不过……我个人更喜欢自己挑赢家。
英文原文
Glad to hear! Yeah, there's so many different names since photonics TAM for AI is massive. You can definitely make an ETF of stuff like $FORM, $KEYS, $VIAV, $AEHR, and the 20+ other companies. Then probably sit back and chill. But... I personally like to try and pick a few of the highest upside winners personally.
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发布CPO供应链全景图，预测明年CPO拐点，建议从EML瓶颈轮动至SiPh架构赢家。
即将发布的共封装光学(CPO)/硅光子学(Silicon Photonics)瓶颈速查表： $SIVE、Sumitomo、$LITE、$COHR、$AVGO、$MTSI、$AAOI - 光源（连续波分布式反馈激光器CW DFB Lasers） $TSEM、$GFS、$UMC、$TSM、$INTC - 硅光子学 foundry代工 $NOK、$CIEN、$CSCO、$COHR - DCO相干数字信号处理 $HIMX、FOCI (3363.TWO) - 微透镜+光纤阵列 $POET - 光学中介层(Optical Interposers) $SOI、$AXTI、Shin-Etsu - 衬底 $FN、$ASX、Innolight、Eoptolink - 光学封装与组装 $MTSI、$SMTC、$MRVL、$MXL - 模拟/混合信号集成电路 $LWLG - 投机性调制器材料 $GLW、$APH、$TEL、$FIT、Fujikura - 连接器和光纤 $FORM、$KEYS、$VIAV、$AEHR - 测试与测量 $BESI、$SMHN、$ONTO、$CAMT - 先进封装与混合键合(Hybrid Bonding) 其中许多是私营公司，如Lightmatter、Ayar、Ranovus等。 现在……每个人都在问……如何获利？ 如果你看CPO总可用市场(TAM)预测，它是一条直线上升，明年是CPO大规模部署的拐点。 阿尔法收益来自捕捉轮动： 从当前电吸收调制激光器(EML)瓶颈（$LITE、$COHR类型）到CPO的硅光子学/连续波分布式反馈激光器架构赢家。 最高上涨潜力的公司是那些不在当前周期内、但在下个周期内的公司。 $SOI、$SIVE或$AEHR就是完美例证。 搭乘当前可插拔(pluggable)瓶颈，如$AAOI。 但真正的阿尔法收益来自抢先机构布局下一波CPO瓶颈。 资本轮动不可避免。
英文原文
The upcoming CPO / Silicon Photonics Bottleneck Cheat Sheet: $SIVE, Sumitomo, $LITE, $COHR, $AVGO, $MTSI, $AAOI - Light Source (CW DFB Lasers) $TSEM, $GFS, $UMC, $TSM, $INTC - SiPh foundry $NOK, $CIEN, $CSCO, $COHR - DCO $HIMX, FOCI (3363.TWO) - Micro-lens + Fiber Arrays $POET - Optical Interposers $SOI, $AXTI, Shin-Etsu - Substrates $FN, $ASX, Innolight, Eoptolink - Optical Packaging and Assembly $MTSI, $SMTC, $MRVL, $MXL - Analog/Mixed-Signal ICs $LWLG - Speculative Modulator Materials. $GLW, $APH, $TEL, $FIT, Fujikura - Connectors and Fibers $FORM, $KEYS, $VIAV, $AEHR- Test & Measurement $BESI, $SMHN, $ONTO, $CAMT - Advanced Packaging & Hybrid Bonding Many are private companies from Lightmatter, Ayar, Ranovus and others. Now... Everyone is asking... How do you profit? If you look at the forecast for CPO TAM, it's a straight line up, and next year is inflection point for CPO mass deployment. The alpha is capturing the rotation: From the current EML bottlenecks ( $LITE, $COHR type) to SiPh / CW DFB architectural winners for CPO. Highest upside potential are the ones that aren't included in current cycles. But that are in the next. Companies like $SOI, $SIVE, or $AEHR are perfect examples. Ride the current pluggable bottleneck like $AAOI. But the alpha is frontrunning institutions with the next CPO bottleneck. The capital rotation is inevitable.
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博主复盘YTD 477%收益，归功于AI供应链瓶颈研究与亚盘资金轮动策略。
年初至今在 $NVDA 财报后表现： 477.27%。 大部分收益源于我过去几个月的研究： 例如从近期上涨数百倍的 $AXTI 磷化铟(InP)瓶颈中获利。 或者利用 Jane Street 因 SK 海力士/三星的隐含波动率(IV) Vega 扩张而在 $EWY 上的交易获利。 许多其他交易在短期内也获得了百分之几十甚至数百%的回报。 比如 $XLU 一周上涨 3%，以及 $MU 和 $SNDK 史诗级的方向性反弹。 人们通常喜欢看这样的最终结果，这确实最引人注目。 但当前收益的大部分基础早在几个月前就已奠定，从对 $LITE 的 Google BOM 分析，到去年对 Unimicron、Nittobo 甚至 $TSM 的半导体供应链瓶颈研究。 即使现在，我也在为未来播种，例如对电力/电网板块 $XLU 的分析，或理解上风险较高但作为光子学供应链中 $LITE 供应商的 $IQE。 我通常遵循以下流程： > 研究帖子（初始论点） > 将其转化为实际想法和交易 > 对 Alpha 进行后续尽职调查（例如 SMM InP 定价） > 当行情上涨时庆祝。 跨行业，且通常关注有动量的板块。 而不是死守单一个股，或只做分析而不交易。 我认为人们可能觉得这种风格令人耳目一新。 我认为最近我只是在利用两个不同的趋势： 1. 聚焦 AI 供应链中的活跃瓶颈 - 存储：$SNDK、$MU、SK 海力士、三星、$SIMO - 光子学：$LITE、$COHR、$AAOI、$IQE、$AXTI 和 Yamamura - 电力电网：$XLU - 先进封装/良率：$AMKR、$ONTO、$CAMT、$KLIC、$FORM 和 $AEHR 2. 然后聚焦资金轮动至台湾、日本、韩国。 基本上上周资金轮动是从美国/中国 -> 韩国、台湾、日本。 像 $EWJ 这样的 ETF 或 Nanya Plastics 等个股正在起飞。 - 台湾股票基金最近单周净流入超过 10 亿美元，这是几个月来首次 - 对于日本：高盛图表显示 +0.37 的标准差净买入 - 对于韩国，外国人在 2 月上半月净买入约 1.37 万亿韩元（约 10 亿美元） 而高盛图表显示北美空头活动令人震惊的 -1.52 标准差。 所以这可能是我对 $HOOD 投资者因缺乏亚洲股票敞口而表现不佳的假设原因。 原因是超大规模云厂商的资本支出交易流向供应链中的亚洲国家（例如，一些分析师预测 SK 海力士 2027 年远期市盈率仅为 2.2，这很荒谬）-> 机构跟随资金流进行资本轮动。 至于一些反思，我真惊讶于如今有多少人阅读我的帖子，这真的让我感到谦卑！ 我通常不太庆祝（去年我只做过一次，当时是 1 年回报 600%+），但我惊讶于今年我在时机把握和论点正确率上的好运。 我并不完美，我确实会犯一些错误，但更重要的是我每天绿色的日子多于红色的。 但感谢大家，我在两三个月内从小账户增长到了 83K！
英文原文
Year to Date post $NVDA earnings: 477.27%. Majority of the gains are the result of the research I've done the past few months: From the $AXTI's InP chokepoint that went up few hundred percent recently. or profiting off Jane Street from $EWY IV vega expansion for Sk Hynix/Samsung. Many others were tens of % or hundreds of percent returns each in a short timeframe. Like $XLU going up 3% in a week to the epic directional rally of $MU and $SNDK. I think people just like to see the end results like this, which is understandably the most eye-catching. But most of the groundwork for the current returns was laid out months ago from $LITE Google BOM analysis to semi supply chain bottlenecks from Unimicron, Nittobo, and even $TSM last year. Even now I’m planting the seeds for the future with analysis on $XLU for the power/grid sector, or understandably higher risk companies like $IQE as a $LITE supplier for the photonics supply chains. I typically shift from: > Research Posts (Initial thesis post) > Map that into actual ideas + trades > Follow-Up DDs on Alpha (eg. SMM InP pricing) > celebrate when things go up. cross-industry, and typically on sectors with momentum. Rather than sticking single stocks, or just analysis only (instead of trading). And I think people might have found this style refreshing. I think recently, I’m is just capitalizing on two different trends: 1. Focusing on active bottlenecks in AI supply chains - Memory like $SNDK, $MU, Sk Hynix, Samsung, $SIMO - Photonics like $LITE, $COHR, $AAOI, $IQE, $AXTI, and Yamamura - Power Grid like $XLU - Advanced Packaging/Yields - $AMKR, $ONTO, $CAMT, $KLIC, $FORM, and $AEHR 2. Then focusing on Capital Rotation into Taiwan, Japan, Korea. Basically past week capital rotation was rotating from US/China -> Korea, Taiwan, Japan. ETFs like $EWJ or individual stocks from Nanya Plastics have been taking off. - Taiwan Equity Funds recently took in over $1 billion in a single week for the first time in months - For Japan: GS chart's +0.37 long buying - For Korea, foreigners were net buyers of roughly 1.37 trillion won (~$1 billion USD) in the first half of February While GS chart shows a staggering -1.52 SD in short activity for North America. So that's probably my assumption on why $HOOD investors haven't been doing too well from a lack of Asian equity exposure. The reason being Hyperscaler capex trade flows into Asian countries in the supply chains (eg. Some analysts projected Sk Hynix to have 2.2 2027 fwd p/e, which is absurd) -> institutions following the flow with capital rotation. As for some reflection, I'm genuinely surprised by how many people read my posts nowadays and it’s really humbling! I don’t really celebrate this much (last year I only did one time with a 600%+ 1Y return) but I’m amazed by how lucky I am this year with timing and getting a lot my thesis right. I’m not perfect, I do get a few things wrong, but what’s more important is I get more green than red every day. But thanks to everyone, I grew from a little account to 83K in like two or three months!
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分享过往高收益交易经验，强调轮动策略，并列出当前看好的AI瓶颈板块。
去年我分享了我的1年回报率： 在我加入X之前就已达到630.44%。 外面有很多阴谋论者。 但我确实是一个不错的自由裁量交易员（Discretionary Trader）。 其中很大一部分归功于： > 抢跑减半（Front-running halving） > 在10多美元时买入 $RKLB > 在10多美元时买入 $HOOD > 交易总统提名催化剂 > 搭乘多次上涨浪潮。 大多数人不会轮动，而是全程持有一只股票。 诀窍是搭乘每一次上涨浪潮，如果盈利开始放缓/停止，就转向下一个，不要对某只股票产生过多依恋。 今年也是如此，只是不同的板块和催化剂。 （引用内容）： 年初至今：412.72% 其中很大一部分只是选对了板块，从Jane Street算法的每周波动中获利，以及一点运气。 在瓶颈多头方面，目前我最喜欢的是： 1. 存储 - 三星，SK海力士，$SNDK，$MU，$SIMO 2. 光子学 - $LITE，$COHR，$AAOI，$AXTI，（可能还有Yamamura，但程度稍弱）。 3. 电力/电网 - $XLU。 4. 先进封装资本支出 - $AMKR，$ONTO，$CAMT，$KLIC，和 $FORM。 除了可能 $KLIC 之外，我之前都讨论过这些。 但其中大多数如果不是全部，都在短时间内上涨了50-100%+，这放大了整体交易回报。 今年我学到的最好一课是轮动到资金流向和当前瓶颈处。而不是试图在网络安全等板块进行逆势反转交易。 我也免费发布所有我的观点，希望人们能从中吸取一两点教训！
英文原文
Last year I shared my 1 year return: 630.44% before I even joined X. Lot of conspiracy theorists out there. But I do happen to be a decent discretionary trader. Large part of it was > front-running halving > buying $RKLB in the 10’s > buying $HOOD in the 10’s > catalyst trading Presidential nominations > riding multiple waves up. Majority of people don’t rotate and sit on a single stock the entire time. The trick is to ride every wave up and if earnings start to slow/stop, move on to the next and don’t get too attached to a stock. It’s the same thing with this year, just different sectors and catalysts.
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分享412%收益来源，推荐存储、光子等瓶颈板块，强调顺势轮动。
年初至今：412.72% 其中很大一部分归功于选对了板块，从 Jane Street 算法的每周波动中获利，以及一点运气。 在瓶颈环节的多头持仓方面，目前我最看好： 1. 存储 - 三星、SK 海力士、$SNDK、$MU、$SIMO 2. 光子学 - $LITE、$COHR、$AAOI、$AXTI，（也许还有山形电机，但程度稍弱）。 3. 电力/电网 - $XLU。 4. 先进封装资本支出 - $AMKR、$ONTO、$CAMT、$KLIC 和 $FORM。 除了可能 $KLIC 之外，我之前都讨论过这些标的。 但其中大多数甚至全部在短期内上涨了 50-100%+，这放大了交易的整体回报。 今年我学到的最好一课是：跟随资金流向和当前的瓶颈环节进行轮动。而不是试图在网络安全等板块进行逆势反转操作。 我也免费发布所有我的观点，希望人们能从中吸取一两点经验！
英文原文
Year to Date: 412.72% Lot of it is just picking the right sector, profiting off of Jane Street algos weekly, and a bit of luck. In terms of bottleneck longs, these are currently my favorite: 1. Memory - Samsung, Sk Hynix, $SNDK, $MU, $SIMO 2. Photonics - $LITE, $COHR, $AAOI, $AXTI, (maybe Yamamura too, but not to the same degree). 3. Power/Grid - $XLU. 4. Advanced Packaging Capex - $AMKR, $ONTO, $CAMT, $KLIC, and $FORM. I’ve talked about all of these before aside from maybe $KLIC? But most if not all are up like 50-100%+ in a short timeframe, which amplifies overall returns from trading. Best lesson I’ve learned this year was to rotate where the money flows and current bottlenecks. Rather than attempting contrarian turnaround plays in sectors like cybersecurity. I publish all my ideas for free too so hopefully people can take away a thing or two!
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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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暴跌重创高贝塔散户持仓，半导体材料股表现稳健
@LivingITMoney 是的，今天的暴跌让许多重仓 $HOOD、$SOFI、$HIMS 或 $PLTR 等股票的散户投资组合遭受重创。通常高贝塔值(高波动性)的个股会率先被拖累下跌。当然，持有 $FORM、$LITE、$AXTI 或 $SNDK 的投资者则稳如泰山 https://t.co/5rpa9RHZ9t
英文原文
@LivingITMoney Yeah, today’s crash wiped out a lot of retail portfolios that have high concentration in stocks like $HOOD, $SOFI, $HIMS, or $PLTR. Lot of high beta names are typically the ones that get dragged down first. Of course others that are in $FORM, $LITE, $AXTI, or $SNDK are chilling https://t.co/5rpa9RHZ9t
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发布1月25日美股评级，强烈看好AI、内存及美国供应链瓶颈股，回避高估值与稀释风险标的。
1月25日评级。欧盟关税及$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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梳理受益于美光及三星的HBM4供应链中小市值美股标的。
存储超级周期供应链要点： 受益于 $MU 和 SK/三星的美国冷门 HBM4/存储阿尔法标的： $VECO ($20亿) - 激光退火 $PLAB ($21亿) - 光刻掩模版 $ADEA ($21.8亿) - 混合键合 $ACLS ($29亿) - 离子注入 $FORM ($64.3亿) - HBM晶圆测试 $ONTO ($106亿) - 封装量测 $AMKR ($131亿) - 先进封装 $RMBS ($135.5亿) - 存储IP $MKSI ($149亿) - 激光子系统 未包含 $TER 和 $KLAC 等巨头，只想聚焦于知名度较低的标的。 还有一些间接受益者如 $SMTC 和 $MTSI。市场肯定尚未完全定价其中部分标的。 如果我漏掉了任何标的请告诉我。 只是想发布这些，以防你们对其中任何一只感兴趣。
英文原文
Memory Supercycle Supply Chain TLDR: US Sleeper HBM4/Memory alpha picks that benefit from $MU and SK/Samsung: $VECO ($2B) -Laser annealing $PLAB ($2.1B) - Lithography photomask $ADEA ($2.18B) - Hybrid bonding $ACLS ($2.9B) - Ion implantation $FORM ($6.43B) - HBM wafer testing $ONTO ($10.6B) - Packaging metrology $AMKR ($13.1B) -Advanced packaging $RMBS ($13.55B) - Memory IP $MKSI ($14.9B) - Laser subsystems Didn't include big players like $TER and $KLAC since just wanted to focus on lesser known ones. There's some indirect beneficiaries too like $SMTC and $MTSI. Markets definitely haven't priced some of these in yet. Let me know if I missed any. Just wanted to publish these in case you find any of them interesting.