Inflection Picks 🚀
扫描 854 份 SEC EDGAR 财报，找下一个 MU / LITE / COHR — 营收已经开始爆发、供应链已经紧缺、但股价还没充分反应的公司。
Tier 1 — 最深度 pre-explosion（12mo < 100%）
营收加速 + 供应紧缺 + 股价还没充分反应。这是"和 12 个月前的 MU 最像"的一组。
CRWVCoreWeave
$92.00
YTD +16%
12mo +89%
FY +168% 至 $5.13B。Backlog $66.8B（4 倍年初），相当于 13 倍当前营收已经被合同锁定。3.1 GW contracted power。
"backlog grew to $66.8 billion, more than four times where we began the year, providing exceptional visibility as we scale into 2026 and beyond"
AI Cloud / Compute
RRXRegal Rexnord
$208
YTD +43%
12mo +96%
Daily 订单 +53.8%。**$735M 数据中心 E-Pod 配电订单**，2027 年才发货——12+ 月 lead time 是非常硬的 scarcity 信号。
"Data Center E-Pod Solution... orders worth ~$735 million. Initial E-Pod shipments expected to start in early 2027"
Data Center Power
GNRCGenerac
$207
YTD +47%
12mo +81%
大兆瓦数据中心备用机加速。"focused on dramatically increasing capacity"，刚买了 Wisconsin 厂房，C&I 销售目标翻倍。
"momentum in the data center end market has further accelerated... focused on dramatically increasing our capacity and capabilities for large megawatt generators"
Data Center Backup Gen
VGVenture Global LNG
$13
YTD +85%
12mo +50%
FY +177%, Q4 +192%。新签 20 年 SPA（Hanwha 1.5 MTPA 到 2030 年）。FERC 申请把 Plaquemines+CP2 扩到 35 MTPA。
"Hanwha will procure 1.5 million tonnes per annum of LNG from Venture Global for 20 years, starting in 2030"
LNG / Energy
PSTGPure Storage
$60
YTD −13%
12mo +35%
Q4 +20% to $1.1B (首个 $1B 季度), RPO **+40% YoY**。Q1 FY27 加速到 27-30%。SK Hynix QLC 合作 + hyperscaler AI 存储中标。
"global imbalances in the supply chain... Q1 FY27 revenue 27% to 30%"
AI Storage
ALNYAlnylam Pharmaceuticals
$321
YTD −20%
12mo +32%
Q4 产品收入 +121%。FY26 产品收入 guide $4.9-5.3B（同比 64-77% 增长）。AMVUTTRA ATTR-CM 上市加速 + $250M 产能扩建。
"$995 million net product revenues representing 121% growth... 2026 net product revenues growth vs 2025: 64% - 77%"
Biotech / Rare Disease
IONQIonQ
$28
YTD −40%
12mo +7%
Q4 营收 +429%。FY26 guide 80%+ 增长。$3.3B 现金 + QuantumBasel 多年 lock-in $60M。量子算力门槛极高，唯一商业化的玩家。
"securing prepayments... QuantumBasel multi-year lock-in"
Quantum Compute
AXONAxon Enterprise
$351
YTD −38%
12mo −37%
Q4 +39%, FY +33%, ARR +35%, future contracted bookings $14.4B（+43%）。**2028 目标 $6B**。市场暴跌后估值修复机会。
"new target for 2028 of approximately $6 billion in annual revenue"
SaaS / Public Safety
SMCISuper Micro Computer
$23
YTD −25%
12mo −37%
Q2 营收 +124% to $12.7B。FY26 guide $40B+。GM 压缩到 6.3% 是市场暴跌的原因——但规模扩张是真的。
"net sales of at least $40.0 billion for fiscal year 2026"
AI Server EMS
Tier 2 — 加速中（12mo 100-200%）
已经在跑，但财报继续翻倍——可能还有第二波。
ALABAstera Labs
$129
YTD −28%
12mo +101%
Q4 +92% YoY, FY +115%。NVLink Fusion 定制+ Scale-up 网络 TAM $20B by 2030。AI 互联近垄断，纯 play。
"large and growing merchant scale-up switching marketplace, estimated to reach $20 billion annually by 2030"
AI Networking
RMBSRambus
$106
YTD +6%
12mo +102%
Product 收入 +41%。DDR5 RCD（DRAM 接口芯片）AI 服务器爆发受益。$30M deferred revenue + 多年 EDA 承诺。
"DDR5 RCD demand from AI servers... product revenue grew 41% in fiscal year"
AI Memory Interface
CRDOCredo Technology
$108
YTD −25%
12mo +149%
Q3 +201% YoY。GM 68.6%。新增 ZeroFlap optics + ALCs + OmniConnect 三个 multi-billion TAM。AEC 在 800G/1.6T 速度近垄断。
"three new multi-billion dollar TAM expansions through ZeroFlap optics, ALCs, and OmniConnect"
AI Optical / Interconnect
DELLDell Technologies
$181
YTD +43%
12mo +121%
ISG +73%，**AI 服务器 +342%**。$43B record backlog + $64B orders vs $25B shipped。FY27 guide AI 服务器 ~$50B（+103%）。
"FY27 AI-Optimized Servers revenue expected to be roughly $50 billion, up 103% year over year"
AI Server
BBarrick Mining
$42
YTD −3%
12mo +136%
FY 营收 +31%，Q4 +45% sequential。Fourmile 资源量翻倍。储量按现货 60% 定价（巨大上行空间）。
"Fourmile resource doubled... reserves priced at 60% of spot"
Gold / Commodities
FTAIFTAI Aviation
$255
YTD +22%
12mo +137%
FY25 Aerospace EBITDA **+76% YoY，+320% vs 2023**。FY26 上调到 $1.625B。CFM56 后市场近乎垄断。新 FTAI Power 业务 2027 年开始。
"Aerospace Products Adjusted EBITDA of $671.3 million, an annual increase of 76%"
Aero Aftermarket
DYDycom Industries
$392
YTD +13%
12mo +151%
Q4 +34%，backlog $9.5B（+23%），FY27 guide $6.85-7.15B（隐含 +25%）。Power Solutions 收购扩 hyperscaler 电气施工能力。
"backlog increased 23% year-over-year... FY27 guide implies ~25% growth"
Fiber + Power
NVTnVent Electric
$129
YTD +21%
12mo +152%
Systems Protection +58% Q4（Trachte 数据中心 enclosures），全年 +42%。FY26 guide raised 15-18%。AI 数据中心 + 电力 utility 双线驱动。
"Systems Protection Q4 +58%... Trachte data-center enclosures driving acceleration"
Data Center Enclosures
SITMSiTime Corporation
$407
YTD +10%
12mo +171%
7 个连续季度 CED 增长 100%+。AI 时钟精度在数据中心是关键元件。Margin 同时拐点。
"seven straight quarters of 100%+ CED growth, AI timing"
AI Timing
KRMNKarman Space & Defense
$84
YTD +10%
12mo +177%
2026 guide +50%。Backlog $1B+ 导弹/超音速/航天部件。"generational" missile demand。
"2026 guide implies 50%+ revenue growth on generational missile/hypersonics demand"
Missile / Hypersonics
KTOSKratos Defense
$683
YTD −14%
12mo +115%
Q4 +22%，KGS +22% organic。Defense Rocket Support **+47.4%**。120 个 Zeus/Oriole SRM 在订单。Indiana 高超音速厂在建。
"120 Kratos Zeus and Oriole solid rocket motors on order... scarcity value of Kratos is clear"
Hypersonics / Drones
Tier 3 — 全部 48 只完整列表
通过 4 项 inflection 标准的所有候选，按 12mo 涨幅排序。涨幅越大说明趋势越确立但留给你的空间越小。
| Ticker | Price | YTD | 6mo | 12mo | Next ER | Theme |
|---|---|---|---|---|---|---|
| AXON | $351 | −38% | −52% | −37% | 2026-05-07 | Public Safety SaaS |
| SMCI | $23 | −25% | −60% | −37% | 2026-05-06 | AI Server |
| IONQ | $28 | −40% | −62% | +7% | 2026-05-07 | Quantum |
| ALNY | $321 | −20% | −29% | +32% | 2026-04-30 | Biotech |
| PSTG | $60 | −13% | −35% | +35% | 2026-05-28 | AI Storage |
| VG | $13 | +85% | 0% | +50% | 2026-05-12 | LNG |
| GNRC | $207 | +47% | +21% | +81% | 2026-04-29 | DC Backup Gen |
| CRWV | $92 | +16% | −34% | +89% | 2026-05-14 | AI Cloud |
| RRX | $208 | +43% | +41% | +96% | 2026-05-07 | DC Power |
| ALAB | $129 | −28% | −41% | +101% | 2026-05-06 | AI Networking |
| RMBS | $106 | +6% | +6% | +102% | 2026-04-28 | AI Memory |
| KTOS | $683 | −14% | −35% | +115% | 2026-05-08 | Hypersonics |
| DELL | $181 | +43% | +11% | +121% | 2026-05-29 | AI Server |
| B | $42 | −3% | +27% | +136% | 2026-05-06 | Gold |
| FTAI | $255 | +22% | +50% | +137% | 2026-04-30 | Aero Aftermarket |
| CRDO | $108 | −25% | −28% | +149% | 2026-06-02 | AI Optical |
| DY | $392 | +13% | +33% | +151% | 2026-05-27 | Fiber + Power |
| NVT | $129 | +21% | +31% | +152% | 2026-05-01 | DC Enclosures |
| SITM | $407 | +10% | +30% | +171% | 2026-05-07 | AI Timing |
| KRMN | $84 | +10% | +10% | +177% | 2026-05-07 | Defense |
| IESC | $536 | +32% | +34% | +182% | 2026-05-01 | DC Electrical |
| MOD | $242 | +72% | +56% | +189% | 2026-05-20 | DC Cooling |
| NXT | $114 | +22% | +45% | +190% | 2026-05-14 | Solar Tracker |
| UI | $907 | +60% | +33% | +195% | 2026-05-08 | Networking |
| GEV | $968 | +43% | +55% | +198% | 2026-04-22 | Gas Turbines |
| FN | $618 | +29% | +61% | +206% | 2026-05-05 | AI Optical Pkg |
| STRL | $436 | +37% | +19% | +224% | 2026-05-05 | DC Site Build |
| RKLB | $67 | −12% | +2% | +224% | 2026-05-08 | Space Defense |
| CDE | $197 | +12% | −6% | +253% | 2026-05-07 | Silver |
| HL | $19 | +2% | +45% | +267% | 2026-05-01 | Silver |
| ASTS | $92 | +10% | +13% | +280% | 2026-05-12 | Direct-to-device |
| VRT | $288 | +64% | +72% | +296% | 2026-04-22 | DC Infra |
| CLS | $328 | +9% | +29% | +300% | 2026-04-28 | AI Server EMS |
| GLW | $170 | +88% | +96% | +303% | 2026-04-28 | Optical Fiber |
| VIAV | $43 | +136% | +233% | +320% | 2026-05-01 | Optical Test |
| FIX | $1574 | +57% | +87% | +344% | 2026-04-24 | HVAC DC |
| TER | $364 | +76% | +152% | +361% | 2026-04-30 | AI Semi Test |
| ENLT | $72 | +50% | +117% | +372% | 2026-05-06 | Solar / Power |
| NBIS | $136 | +52% | +12% | +481% | 2026-04-29 | AI Cloud |
| IREN | $37 | −13% | −38% | +528% | 2026-05-14 | AI GPU Cloud |
| CIEN | $487 | +98% | +205% | +686% | 2026-06-04 | Optical Networking |
| BE | $160 | +62% | +83% | +796% | 2026-05-01 | Fuel Cells |
| WDC | $338 | +80% | +179% | +843% | 2026-05-07 | HDD |
| PL | $34 | +68% | +119% | +848% | 2026-06-04 | EO Satellite |
| AAOI | $133 | +237% | +314% | +861% | 2026-05-08 | AI Optical |
| LITE | $894 | +132% | +448% | +1395% | 2026-05-06 | AI Optical |
| SNDK | $852 | +209% | +546% | +2228% | 2026-05-01 | NAND |
| CRCL | $85 | +2% | −43% | n/a | 2026-05-12 | Stablecoin |
稀缺信号 — 按主题聚合 🔥
从 30 份 inflection 扫描里抽出的所有 scarcity 引述，按瓶颈类别分组。同一个瓶颈被多家公司独立证实 = 论据越硬。
① AI 算力 / GPU / 数据中心容量
最大的瓶颈。客户在预付定金锁产能、长协绑定多年。
NBIS · "Capacity remains the enabler of our strategy, and the industry's most persistent constraint. Demand from enterprises and AI native customers continues to outpace supply, allowing us to sell future capacity well in advance."
CRWV · "2025 was a defining year for CoreWeave as we became the fastest cloud in history to reach $5 billion in annual revenue... Demand continues to intensify as a broader set of customers adopt CoreWeave Cloud." Backlog $66.8B = 4x year-start.
IREN · "We are seeing the strongest demand environment to date... With more than 4.5GW of secured power, we are able to advance a broad set of opportunities in our pipeline." $1.9B Microsoft GPU prepayment.
DELL · "We closed more than $64 billion in AI-optimized server orders, shipped more than $25 billion throughout the year, and are entering FY27 with record backlog of $43 billion."
SMCI · "Scaling rapidly to support large AI and enterprise deployments" — FY26 guide $40B+ from $20B.
IONQ · "First public quantum company in history with more than $100 million in GAAP revenue. We tripled our annual revenue."
② AI 光网络 / OCS / CPO / 互联
第二大瓶颈。OCS/CPO 是新兴产能的极限。
LITE · "In OCS, we are scaling rapidly to meet extraordinary customer demand that has already driven our backlog well beyond $400 million. In CPO, we received an incremental multi-hundred-million-dollar order, deliverable in first half calendar 2027."
CRDO · Q3 +201% YoY, GM 68.6%. "Three new multi-billion dollar TAM expansions through ZeroFlap optics, ALCs, and OmniConnect."
ALAB · "Astera Labs is accelerating R&D investment, including opening a new design center in Israel" — large and growing $20B scale-up switching market by 2030.
CIEN · "Unprecedented, broad-based demand as we enable customers to monetize their AI investments... we are well positioned to meet multi-year demand."
CLS · "We are continuing to align with our largest customers on their multi-year capacity roadmaps in support of their long-term AI infrastructure investments... we are strategically increasing our planned capital investments to $1 billion this year."
AAOI · CFO: "expanding our manufacturing capacity, which is a critical step as we prepare for higher-volume production of our next generation datacenter products" — PP&E +72%, inventory +108%.
FN (Fabrinet) · Q2 +36% with raised sequential guide and inventory pre-build — AI optical packaging pure-play.
GLW · "Corning and Meta announce multiyear, up to $6-billion agreement... critical technologies that power next-generation data centers."
③ 内存 / 存储 / NAND / DDR5 接口
8 家独立公司确认 tight supply。GM 一夜之间 30% → 51%（WDC）。
SNDK · "Our structural reset to align supply with attractive, sustained demand positions us to drive disciplined growth." Q1→Q2 GM 29.8% → 50.9% — textbook memory tightening.
WDC · "Confidence our customers place in our ability to deliver reliable, high-capacity HDDs at scale" — sold-out posture after the split, GM expanding.
RMBS · "Our sustained leadership in DDR5 RCDs and growing contributions from new products drove substantial year-over-year product growth." Product revenue +41% FY.
PSTG · "Demand for our Everpure solutions across the Enterprise and Hyperscaler sectors remains robust. We are proactively navigating the global imbalances in the supply chain."
SITM · "Driven by AI, Q4 2025 was the seventh consecutive quarter of over 100% year-over-year growth for our Communications, Enterprise and Datacenter business" (CED).
④ 数据中心电力 / 电网 / 燃气轮机
最被低估的二阶受益层。GPU 不再是瓶颈，电力才是。多家公司 backlog 都被 hyperscaler 锁到 2027-2028。
GEV · "Gas Power equipment backlog and slot reservation agreements grew from 62 to 83 GW" — 一季度跳了 21 GW。
VRT · 订单 +252%。"Strategically increasing ER&D investments and expanding production capacity."
BE · "Bring-your-own-power has shifted from a slogan to a business necessity for AI hyperscalers." Backlog $20B vs $2B revenue。
RRX · "$735 million for multiple projects... emerging scale player in data center power management." E-Pod 首次出货 2027 年 = 12+ 月 lead time。
GNRC · "Focused on dramatically increasing our capacity and capabilities for large megawatt generators, including the purchase of an additional manufacturing facility in Wisconsin."
NVT · Systems Protection +58% Q4（Trachte 数据中心 enclosures），全年从 $440M 翻倍到 $737M Q4 run-rate。
DY · 收购 Power Solutions（2,900 employees，25 年高质量执行）to enter "the world's largest data center hub" 电气施工。
IESC · "Our ability to deploy craft labor effectively, support our customers with innovative solutions as they expand" — craft labor 是 hyperscaler 建设里真正的稀缺品。
STRL · "Pipeline of high-probability future phase work continues to grow and now totals over $1 billion... pool of work approaching $4.5 billion." 84% 数据中心/半导体/制造。
FIX · "Unprecedented demand and our reputation for delivering outcomes led to new levels of backlog despite ongoing burn." Backlog 翻倍到 $11.94B。
MOD · "Capacity expansion for data center products remains on schedule, with new production lines contributing to a 31 percent sequential increase... we remain confident on pace for a strong fourth quarter as more production lines are commissioned."
⑤ 天然气 / LNG / 管道
AI 数据中心电力的隐形受益。20 年长协被买方提前锁定。
VG · "Hanwha will procure 1.5 million tonnes per annum of LNG from Venture Global for 20 years, starting in 2030." FERC 申请 Plaquemines+CP2 扩到 35 MTPA。
FTAI (Power 业务) · "FY2025 Aerospace Products Adjusted EBITDA of $671.3 million, an annual increase of 76% versus FY 2024 and increase of 320% versus FY 2023." 新 Power 业务 2027 起。
⑥ 国防 / 航天 / 高超音速 / 弹药
"Generational" 需求，多年长协。客户的时间窗口非常有限。
KTOS · "We believe that the scarcity value of Kratos is clear... certain customers are out of time, have limited immediate resources... significant investments that Kratos has made to be first-to-market with relevant systems are now invaluable."
KRMN · "The generational increase in demand for the missile and munitions programs that Karman supports... gives us high confidence in the sustainability of demand."
RKLB · "$816M prime contract by Space Development Agency... cements Rocket Lab's position as the disruptive and preferred new prime, winning contracts historically reserved for legacy aerospace contractors."
AXON · "Strong demand for TASER 10, Axon Body 4, counter-drone solutions" — $14.4B future contracted bookings (+43%).
ASTS · "Secured over $1.2 billion in aggregate contracted revenue commitments from commercial partners" + "$175.0 million commercial prepayment from stc Group as part of 10-year agreement."
⑦ 商品 / 矿业（金、银、铀）
价格 + 产能双轮驱动。储备按现货折价定价 = 巨大上行空间。
B (Barrick) · "Three-year rolling average gold mineral reserve replacement stands close to 190%, adding more than 24 million ounces" + "Fourmile ongoing prefeasibility studies point to the potential for significant additional resource growth."
CDE · "Rochester's fourth quarter results were especially noteworthy, with ore crushing and placement rates reaching record levels... Kensington delivered one of its strongest quarters ever."
HL (Hecla) · "Lucky Friday: Record silver production of 5.3 million ounces, exceeding the top end of production guidance."
⑧ 生物制药 / 特种制造
罕见病药物上市加速，产能成为下一个瓶颈。
ALNY · "$250 million to develop the industry's first fully dedicated, proprietary siRNA enzymatic-ligation manufacturing facility" — 上市后产能成为瓶颈。
⑨ 太阳能 / 跟踪器
单笔订单 GW 级别 = 产能预订到 2027+。
NXT · "Achieved record backlog... record bookings in Europe + Secured a 2.25 GW supply commitment for advanced solar tracking systems through Nextpower Arabia for the Bisha Solar Project."
ENLT · "As electricity demand surges and is expected to continue rising, renewable energy is the most cost effective and fastest solution to meet this demand."
Methodology
从 SEC EDGAR 拉取美股 top 1000 市值（剔除 ETN/ETF wrapper）的最新 8-K Item 2.02 / 内容验证 6-K 财报，30 个并行 agent 各扫 ~29 份。
每只候选必须同时满足：
revenue YoY ≥ +30%（最好 sequential 加速）
AND 管理层明确 supply scarcity 引述
AND 上调 forward guide / 多年 backlog / 客户预付
AND 热门主题 (AI / power / optical / memory / packaging / defense / nuclear / LNG)
AND 管理层明确 supply scarcity 引述
AND 上调 forward guide / 多年 backlog / 客户预付
AND 热门主题 (AI / power / optical / memory / packaging / defense / nuclear / LNG)
然后用 akshare 拉所有候选 12mo / 6mo / YTD 价格表现，按"未涨幅 + 财报硬度"分成三档。**Tier 1 是最像 12 个月前 MU 的状态**：基本面已经爆但股价还没充分反应。
注意：Tier 3 表里 BE / IREN / NBIS / WDC / SNDK / LITE 这些已经涨过 500-2000% 的票纳入是为了对照——他们的 inflection 已经被市场充分定价。Tier 1 的票在跑同样的 inflection 剧本，但还在剧本第一幕。
数据源：~/stock/transcripts/ · 854 transcripts · 报告生成 2026-04-10