🧭 Demand Desk需求台

Shows where real demand signals look stronger or weaker than market expectations. Context only; not a buy or sell signal.显示真实需求信号相对市场预期更强或更弱的位置。仅供参考,非买入或卖出信号。 · As of截至 2026-07-16

The demand pools (independent signals)需求来源(独立信号)
AI / datacenterAI/数据中心 leading领先
+69% YoY同比 · ~$379B
Hyperscaler capex云厂商资本开支 · accelerating加速 · FY2025 · n=5
FY23 $149.0BFY24 $224.1BFY25 $378.7B
Homebuilder demand房屋建筑商需求 coincident同步
-4% YoY同比 · ~$113B
Homebuilder volume (revenue)建筑商销量(营收) · contracting收缩 · FY2025 · n=6
FY23 $111.7BFY24 $118.5BFY25 $113.3B
Software bookings (RPO)软件已签约订单(RPO) leading领先
53 names
Contracted forward bookings已签约前瞻订单
PLTR +141%XYL +111%TMDX +75%
Payer-side capex burden (spender cohorts)支付方资本开支负担(需求链发起方) ?Annual company data, usually delayed. High capex plus negative free cash flow can flag funding stress. Context only.年度公司数据,通常有滞后。高资本开支叠加负自由现金流,可能提示资金压力。仅供参考。
AI / datacenter spendersAI/数据中心支付方
Spender支出方 Capex/OCF资本开支/OCF Trend趋势 FCF ($B)自由现金流(十亿) Net-debt Δ ($B)净债务变化(十亿) FY财年 Flag标记
MSFT 47% risingrising +71.6 -13.7 FY2025
GOOGL 56% risingrising +73.3 +29.4 FY2025
AMZN 94% risingrising +7.7 +2.7 FY2025
META 60% risingrising +46.1 +37.9 FY2025
ORCL 174% risingrising -23.7 -20.6 FY2026 FCF trapFCF陷阱
Homebuilder revenue spenders建筑商营收来源方
Spender支出方 Capex/OCF资本开支/OCF Trend趋势 FCF ($B)自由现金流(十亿) Net-debt Δ ($B)净债务变化(十亿) FY财年 Flag标记
DHI 4% fallingfalling +3.3 FY2025
LEN 87% risingrising +0.0 FY2025
PHM 7% flatflat +1.8 -0.3 FY2025
NVR 2% flatflat +1.1 FY2025
TOL 8% flatflat +1.0 FY2025
KBH 14% risingrising +0.3 FY2025

Annual XBRL (fingerprint-class); lag ~90 days from fiscal-year-end. Net-debt delta from balance-sheet YoY — may include acquisitions. Not a sell signal. Display-only.年度XBRL(指纹级);财年末后约90天滞后。净债务变化来自资产负债表同比——可能包含并购。非卖出信号。仅展示。

Ahead of consensus领先共识20 names

Independent demand running ahead of estimates — the variant list. Worth watching, not a buy signal.独立需求跑在预期之前——变体清单。值得关注,非买入信号。

Name标的Chain链条Independent signal独立信号Consensus共识
XYL own_rpo · bookings +111% decelerating增速放缓 fallingfalling
TMDX own_rpo · bookings +75% accelerating加速 fallingfalling
NRG ai_datacenter · power +69% accelerating加速 flatflat
DUK ai_datacenter · power +69% accelerating加速 flatflat
VST ai_datacenter · power +69% accelerating加速 flatflat
ACLS ai_datacenter · wfe +69% accelerating加速 flatflat
TLN ai_datacenter · power +69% accelerating加速 fallingfalling
SO ai_datacenter · power +69% accelerating加速 flatflat
PCG ai_datacenter · power +69% accelerating加速 flatflat
GEV ai_datacenter · power +69% accelerating加速 flatflat
GLW ai_datacenter · compute +69% accelerating加速 flatflat
TLN ai_datacenter · power +69% accelerating加速 fallingfalling
AVAV own_rpo · bookings +62% decelerating增速放缓 fallingfalling
ORA own_rpo · bookings +59% decelerating增速放缓 fallingfalling
MDT own_rpo · bookings +33% accelerating加速 fallingfalling
BA own_rpo · bookings +31% accelerating加速 flatflat
PANW own_rpo · bookings +24% accelerating加速 fallingfalling
LDOS own_rpo · bookings +14% accelerating加速 fallingfalling
LMT own_rpo · bookings +10% accelerating加速 flatflat
ITRI own_rpo · bookings +7% accelerating加速 fallingfalling
Consensus at risk共识承压10 names
Name标的Chain链条Independent signal独立信号Consensus共识
INTU hiring · headcount -3% contracting收缩 risingrising
LII housing · products -4% contracting收缩 risingrising
CARR housing · products -4% contracting收缩 risingrising
MAS housing · products -4% contracting收缩 risingrising
ATI own_rpo · bookings -5% contracting收缩 risingrising
CMC own_rpo · bookings -12% contracting收缩 risingrising
WDC own_rpo · bookings -37% contracting收缩 risingrising
MTRN own_rpo · bookings -44% contracting收缩 risingrising
APP hiring · headcount -52% contracting收缩 risingrising
ROK own_rpo · bookings -100% contracting收缩 risingrising
In the price已计入价格 — 88 names
Name标的Chain链条Independent signal独立信号Consensus共识
PLTR own_rpo · bookings +141% accelerating加速 risingrising
BWXT ai_datacenter · power +69% accelerating加速 risingrising
LRCX ai_datacenter · wfe +69% accelerating加速 risingrising
VRT ai_datacenter · compute +69% accelerating加速 risingrising
KLAC ai_datacenter · wfe +69% accelerating加速 risingrising
ICHR ai_datacenter · wfe +69% accelerating加速 risingrising
D ai_datacenter · power +69% accelerating加速 risingrising
COHR ai_datacenter · compute +69% accelerating加速 risingrising
AEP ai_datacenter · power +69% accelerating加速 risingrising
ETN ai_datacenter · power +69% accelerating加速 risingrising
HUBB ai_datacenter · power +69% accelerating加速 risingrising
GNRC ai_datacenter · power +69% accelerating加速 risingrising
AVGO ai_datacenter · compute +69% accelerating加速 risingrising
AEIS ai_datacenter · wfe +69% accelerating加速 risingrising
KLIC ai_datacenter · wfe +69% accelerating加速 risingrising
AMD ai_datacenter · compute +69% accelerating加速 risingrising
DELL ai_datacenter · compute +69% accelerating加速 risingrising
ONTO ai_datacenter · wfe +69% accelerating加速 risingrising
MU ai_datacenter · compute +69% accelerating加速 risingrising
SRE ai_datacenter · power +69% accelerating加速 risingrising
ANET ai_datacenter · compute +69% accelerating加速 risingrising
TER ai_datacenter · compute +69% accelerating加速 risingrising
LITE ai_datacenter · compute +69% accelerating加速 risingrising
VECO ai_datacenter · wfe +69% accelerating加速 risingrising
CIEN ai_datacenter · compute +69% accelerating加速 risingrising
NXT ai_datacenter · power +69% accelerating加速 risingrising
PWR ai_datacenter · power +69% accelerating加速 risingrising
NVDA ai_datacenter · compute +69% accelerating加速 risingrising
FORM ai_datacenter · wfe +69% accelerating加速 risingrising
NVT ai_datacenter · power +69% accelerating加速 risingrising
ENTG ai_datacenter · wfe +69% accelerating加速 risingrising
AMAT ai_datacenter · wfe +69% accelerating加速 risingrising
SMCI ai_datacenter · compute +69% accelerating加速 risingrising
FIX ai_datacenter · power +69% accelerating加速 risingrising
EME ai_datacenter · power +69% accelerating加速 risingrising
MKSI ai_datacenter · wfe +69% accelerating加速 risingrising
POWL ai_datacenter · power +69% accelerating加速 risingrising
QCOM ai_datacenter · compute +69% accelerating加速 risingrising
MPWR ai_datacenter · compute +69% accelerating加速 risingrising
COHU ai_datacenter · wfe +69% accelerating加速 risingrising
NEE ai_datacenter · power +69% accelerating加速 risingrising
MRVL ai_datacenter · compute +69% accelerating加速 risingrising
UCTT ai_datacenter · wfe +69% accelerating加速 risingrising
APH ai_datacenter · compute +69% accelerating加速 risingrising
AMD ai_datacenter · compute +69% accelerating加速 risingrising
PWR ai_datacenter · power +69% accelerating加速 risingrising
D ai_datacenter · power +69% accelerating加速 risingrising
FORM ai_datacenter · wfe +69% accelerating加速 risingrising
TER ai_datacenter · compute +69% accelerating加速 risingrising
CIEN ai_datacenter · compute +69% accelerating加速 risingrising
ONTO ai_datacenter · wfe +69% accelerating加速 risingrising
POWL ai_datacenter · power +69% accelerating加速 risingrising
MRVL ai_datacenter · compute +69% accelerating加速 risingrising
COHU ai_datacenter · wfe +69% accelerating加速 risingrising
HUBB ai_datacenter · power +69% accelerating加速 risingrising
UCTT ai_datacenter · wfe +69% accelerating加速 risingrising
NVDA ai_datacenter · compute +69% accelerating加速 risingrising
FIX ai_datacenter · power +69% accelerating加速 risingrising
ANET ai_datacenter · compute +69% accelerating加速 risingrising
SMCI ai_datacenter · compute +69% accelerating加速 risingrising
VECO ai_datacenter · wfe +69% accelerating加速 risingrising
MU ai_datacenter · compute +69% accelerating加速 risingrising
ETN ai_datacenter · power +69% accelerating加速 risingrising
MPWR ai_datacenter · compute +69% accelerating加速 risingrising
GNRC ai_datacenter · power +69% accelerating加速 risingrising
VRT ai_datacenter · compute +69% accelerating加速 risingrising
SRE ai_datacenter · power +69% accelerating加速 risingrising
EME ai_datacenter · power +69% accelerating加速 risingrising
MKSI ai_datacenter · wfe +69% accelerating加速 risingrising
QCOM ai_datacenter · compute +69% accelerating加速 risingrising
BWXT ai_datacenter · power +69% accelerating加速 risingrising
AEP ai_datacenter · power +69% accelerating加速 risingrising
NXT ai_datacenter · power +69% accelerating加速 risingrising
LRCX ai_datacenter · wfe +69% accelerating加速 risingrising
DDOG own_rpo · bookings +52% accelerating加速 risingrising
ZBRA own_rpo · bookings +48% decelerating增速放缓 risingrising
ORCL own_rpo · bookings +41% decelerating增速放缓 risingrising
CRWD own_rpo · bookings +38% expanding扩张 risingrising
MSFT own_rpo · bookings +36% accelerating加速 risingrising
GD own_rpo · bookings +30% accelerating加速 risingrising
CRM own_rpo · bookings +27% accelerating加速 risingrising
NOW own_rpo · bookings +26% accelerating加速 risingrising
PTC own_rpo · bookings +26% accelerating加速 risingrising
RTX own_rpo · bookings +23% accelerating加速 risingrising
ENS own_rpo · bookings +22% accelerating加速 risingrising
DHR own_rpo · bookings +21% accelerating加速 risingrising
CW own_rpo · bookings +21% accelerating加速 risingrising
V own_rpo · bookings +20% decelerating增速放缓 risingrising
QLYS own_rpo · bookings +19% accelerating加速 risingrising
PATH own_rpo · bookings +19% accelerating加速 risingrising
TRMB own_rpo · bookings +18% accelerating加速 risingrising
OKTA own_rpo · bookings +14% decelerating增速放缓 risingrising
TMO own_rpo · bookings +13% accelerating加速 risingrising
ADBE own_rpo · bookings +13% decelerating增速放缓 risingrising
ILMN own_rpo · bookings +12% accelerating加速 risingrising
FTNT own_rpo · bookings +12% accelerating加速 risingrising
HII own_rpo · bookings +9% accelerating加速 risingrising
KTOS own_rpo · bookings +9% decelerating增速放缓 risingrising
NTAP own_rpo · bookings +8% accelerating加速 risingrising
CTVA own_rpo · bookings +8% accelerating加速 risingrising
A own_rpo · bookings +7% decelerating增速放缓 risingrising
CF own_rpo · bookings +4% flat持平 risingrising
GOOGL hiring · headcount +4% flat持平 risingrising
DE own_rpo · bookings +4% flat持平 flatflat
IQV own_rpo · bookings +2% flat持平 fallingfalling
LH own_rpo · bookings -0% flat持平 risingrising
OC housing · products -4% contracting收缩 fallingfalling
SHW housing · products -4% contracting收缩 flatflat
FBIN housing · products -4% contracting收缩 fallingfalling
MHK housing · products -4% contracting收缩 fallingfalling
BLDR housing · products -4% contracting收缩 fallingfalling
SHW housing · products -4% contracting收缩 flatflat
ENPH own_rpo · bookings -10% contracting收缩 fallingfalling
PFE own_rpo · bookings -56% contracting收缩 flatflat
GPN own_rpo · bookings -76% contracting收缩 fallingfalling
DUOL hiring · headcount -81% contracting收缩 fallingfalling
DOCU own_rpo · bookings +0% flat持平 risingrising
MA own_rpo · bookings +0% flat持平 risingrising
ZBH own_rpo · bookings n/a不明 risingrising
Signal only仅信号 — 21 names
Name标的Chain链条Independent signal独立信号Consensus共识
ARM ai_datacenter · compute +69% accelerating加速 nonenone
CORZ ai_datacenter · neocloud +69% accelerating加速 nonenone
SMR ai_datacenter · power +69% accelerating加速 nonenone
BTDR ai_datacenter · neocloud +69% accelerating加速 nonenone
LEU ai_datacenter · power +69% accelerating加速 nonenone
ALAB ai_datacenter · compute +69% accelerating加速 nonenone
WULF ai_datacenter · neocloud +69% accelerating加速 nonenone
CIFR ai_datacenter · neocloud +69% accelerating加速 nonenone
OKLO ai_datacenter · power +69% accelerating加速 nonenone
NNE ai_datacenter · power +69% accelerating加速 nonenone
APLD ai_datacenter · neocloud +69% accelerating加速 nonenone
IREN ai_datacenter · neocloud +69% accelerating加速 nonenone
NVMI ai_datacenter · wfe +69% accelerating加速 nonenone
CRDO ai_datacenter · compute +69% accelerating加速 nonenone
CAMT ai_datacenter · wfe +69% accelerating加速 nonenone
NBIS ai_datacenter · neocloud +69% accelerating加速 nonenone
HUT ai_datacenter · neocloud +69% accelerating加速 nonenone
CBRS ai_datacenter · compute +69% accelerating加速 nonenone
CRWV ai_datacenter · neocloud +69% accelerating加速 nonenone
RIOT ai_datacenter · neocloud +69% accelerating加速 nonenone
BLD housing · products -4% contracting收缩 nonenone
Accountability — the variant calls are scored forward可问责 — 变体判断前向评分
Open calls未结判断
41
Scored已评分
0
Hit rate命中率
Verdict结论
PENDING

0 decided / 41 open. Need ≥20 decided before a verdict means anything; the forward record is still accruing (theses grade as their ~6-month horizons elapse). The signal is NOT back-testable historically (annual cadence, no point-in-time consensus history), so this forward ledger is the only honest path.已判定 0 个/未结 41 个。需至少 20 个已判定才有意义;前向记录仍在累积(随约6个月持有期到期逐步判定)。该信号无法用历史数据回测(年度频率、无时点共识历史),故此前向记录是唯一诚实的验证路径。

Method: each chain aggregates a spender cohort's capex/revenue (or a name's own RPO) from SEC filings as the forward-demand pool, then compares its trend to the name's analyst-revision direction. Cross-company / annual / coarse — a divergence flag, not a forecast. The signal is NOT historically back-testable (annual cadence, no point-in-time consensus history), so the forward-scored ledger above is the only honest validation path.方法:每条链条以卖方/客户群体的资本开支或营收(或个股自身RPO)作为前瞻需求来源(来自SEC财报),再将其趋势与该股分析师评级调整方向对比。跨公司/年度/粗粒度——是背离标记而非预测。该信号无法用历史数据回测(年度频率、无时点共识历史),故上方前向评分记录是唯一诚实的验证路径。