🧭 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 / datacenter AI/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 $149.0B FY24 $224.1B FY25 $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 $111.7B FY24 $118.5B FY25 $113.3B
Software bookings (RPO) 软件已签约订单(RPO)
leading 领先
53 names 只
Contracted forward bookings 已签约前瞻订单
PLTR +141% XYL +111% TMDX +75%
Payer-side capex burden (spender cohorts) 支付方资本开支负担(需求链发起方)
?Annual company data, usually delayed. High capex plus negative free cash flow can flag funding stress. Context only. 年度公司数据,通常有滞后。高资本开支叠加负自由现金流,可能提示资金压力。仅供参考。
AI / datacenter spenders AI/数据中心支付方
Spender 支出方
Capex/OCF 资本开支/OCF
Trend 趋势
FCF ($B) 自由现金流(十亿)
Net-debt Δ ($B) 净债务变化(十亿)
FY 财年
Flag 标记
MSFT
47%
rising rising
+71.6
-13.7
FY2025
GOOGL
56%
rising rising
+73.3
+29.4
FY2025
AMZN
94%
rising rising
+7.7
+2.7
FY2025
META
60%
rising rising
+46.1
+37.9
FY2025
ORCL
174%
rising rising
-23.7
-20.6
FY2026
FCF trap FCF陷阱
Homebuilder revenue spenders 建筑商营收来源方
Spender 支出方
Capex/OCF 资本开支/OCF
Trend 趋势
FCF ($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%
falling falling
+3.3
—
FY2025
LEN
87%
rising rising
+0.0
—
FY2025
PHM
7%
flat flat
+1.8
-0.3
FY2025
NVR
2%
flat flat
+1.1
—
FY2025
TOL
8%
flat flat
+1.0
—
FY2025
KBH
14%
rising rising
+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 只
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
falling falling
TMDX
own_rpo · bookings
+75% accelerating 加速
falling falling
NRG
ai_datacenter · power
+69% accelerating 加速
flat flat
DUK
ai_datacenter · power
+69% accelerating 加速
flat flat
VST
ai_datacenter · power
+69% accelerating 加速
flat flat
ACLS
ai_datacenter · wfe
+69% accelerating 加速
flat flat
TLN
ai_datacenter · power
+69% accelerating 加速
falling falling
SO
ai_datacenter · power
+69% accelerating 加速
flat flat
PCG
ai_datacenter · power
+69% accelerating 加速
flat flat
GEV
ai_datacenter · power
+69% accelerating 加速
flat flat
GLW
ai_datacenter · compute
+69% accelerating 加速
flat flat
TLN
ai_datacenter · power
+69% accelerating 加速
falling falling
AVAV
own_rpo · bookings
+62% decelerating 增速放缓
falling falling
ORA
own_rpo · bookings
+59% decelerating 增速放缓
falling falling
MDT
own_rpo · bookings
+33% accelerating 加速
falling falling
BA
own_rpo · bookings
+31% accelerating 加速
flat flat
PANW
own_rpo · bookings
+24% accelerating 加速
falling falling
LDOS
own_rpo · bookings
+14% accelerating 加速
falling falling
LMT
own_rpo · bookings
+10% accelerating 加速
flat flat
ITRI
own_rpo · bookings
+7% accelerating 加速
falling falling
Consensus at risk 共识承压 10 names 只
Name 标的 Chain 链条 Independent signal 独立信号 Consensus 共识
INTU
hiring · headcount
-3% contracting 收缩
rising rising
LII
housing · products
-4% contracting 收缩
rising rising
CARR
housing · products
-4% contracting 收缩
rising rising
MAS
housing · products
-4% contracting 收缩
rising rising
ATI
own_rpo · bookings
-5% contracting 收缩
rising rising
CMC
own_rpo · bookings
-12% contracting 收缩
rising rising
WDC
own_rpo · bookings
-37% contracting 收缩
rising rising
MTRN
own_rpo · bookings
-44% contracting 收缩
rising rising
APP
hiring · headcount
-52% contracting 收缩
rising rising
ROK
own_rpo · bookings
-100% contracting 收缩
rising rising
In the price 已计入价格 — 88 names 只
Name 标的 Chain 链条 Independent signal 独立信号 Consensus 共识
PLTR
own_rpo · bookings
+141% accelerating 加速
rising rising
BWXT
ai_datacenter · power
+69% accelerating 加速
rising rising
LRCX
ai_datacenter · wfe
+69% accelerating 加速
rising rising
VRT
ai_datacenter · compute
+69% accelerating 加速
rising rising
KLAC
ai_datacenter · wfe
+69% accelerating 加速
rising rising
ICHR
ai_datacenter · wfe
+69% accelerating 加速
rising rising
D
ai_datacenter · power
+69% accelerating 加速
rising rising
COHR
ai_datacenter · compute
+69% accelerating 加速
rising rising
AEP
ai_datacenter · power
+69% accelerating 加速
rising rising
ETN
ai_datacenter · power
+69% accelerating 加速
rising rising
HUBB
ai_datacenter · power
+69% accelerating 加速
rising rising
GNRC
ai_datacenter · power
+69% accelerating 加速
rising rising
AVGO
ai_datacenter · compute
+69% accelerating 加速
rising rising
AEIS
ai_datacenter · wfe
+69% accelerating 加速
rising rising
KLIC
ai_datacenter · wfe
+69% accelerating 加速
rising rising
AMD
ai_datacenter · compute
+69% accelerating 加速
rising rising
DELL
ai_datacenter · compute
+69% accelerating 加速
rising rising
ONTO
ai_datacenter · wfe
+69% accelerating 加速
rising rising
MU
ai_datacenter · compute
+69% accelerating 加速
rising rising
SRE
ai_datacenter · power
+69% accelerating 加速
rising rising
ANET
ai_datacenter · compute
+69% accelerating 加速
rising rising
TER
ai_datacenter · compute
+69% accelerating 加速
rising rising
LITE
ai_datacenter · compute
+69% accelerating 加速
rising rising
VECO
ai_datacenter · wfe
+69% accelerating 加速
rising rising
CIEN
ai_datacenter · compute
+69% accelerating 加速
rising rising
NXT
ai_datacenter · power
+69% accelerating 加速
rising rising
PWR
ai_datacenter · power
+69% accelerating 加速
rising rising
NVDA
ai_datacenter · compute
+69% accelerating 加速
rising rising
FORM
ai_datacenter · wfe
+69% accelerating 加速
rising rising
NVT
ai_datacenter · power
+69% accelerating 加速
rising rising
ENTG
ai_datacenter · wfe
+69% accelerating 加速
rising rising
AMAT
ai_datacenter · wfe
+69% accelerating 加速
rising rising
SMCI
ai_datacenter · compute
+69% accelerating 加速
rising rising
FIX
ai_datacenter · power
+69% accelerating 加速
rising rising
EME
ai_datacenter · power
+69% accelerating 加速
rising rising
MKSI
ai_datacenter · wfe
+69% accelerating 加速
rising rising
POWL
ai_datacenter · power
+69% accelerating 加速
rising rising
QCOM
ai_datacenter · compute
+69% accelerating 加速
rising rising
MPWR
ai_datacenter · compute
+69% accelerating 加速
rising rising
COHU
ai_datacenter · wfe
+69% accelerating 加速
rising rising
NEE
ai_datacenter · power
+69% accelerating 加速
rising rising
MRVL
ai_datacenter · compute
+69% accelerating 加速
rising rising
UCTT
ai_datacenter · wfe
+69% accelerating 加速
rising rising
APH
ai_datacenter · compute
+69% accelerating 加速
rising rising
AMD
ai_datacenter · compute
+69% accelerating 加速
rising rising
PWR
ai_datacenter · power
+69% accelerating 加速
rising rising
D
ai_datacenter · power
+69% accelerating 加速
rising rising
FORM
ai_datacenter · wfe
+69% accelerating 加速
rising rising
TER
ai_datacenter · compute
+69% accelerating 加速
rising rising
CIEN
ai_datacenter · compute
+69% accelerating 加速
rising rising
ONTO
ai_datacenter · wfe
+69% accelerating 加速
rising rising
POWL
ai_datacenter · power
+69% accelerating 加速
rising rising
MRVL
ai_datacenter · compute
+69% accelerating 加速
rising rising
COHU
ai_datacenter · wfe
+69% accelerating 加速
rising rising
HUBB
ai_datacenter · power
+69% accelerating 加速
rising rising
UCTT
ai_datacenter · wfe
+69% accelerating 加速
rising rising
NVDA
ai_datacenter · compute
+69% accelerating 加速
rising rising
FIX
ai_datacenter · power
+69% accelerating 加速
rising rising
ANET
ai_datacenter · compute
+69% accelerating 加速
rising rising
SMCI
ai_datacenter · compute
+69% accelerating 加速
rising rising
VECO
ai_datacenter · wfe
+69% accelerating 加速
rising rising
MU
ai_datacenter · compute
+69% accelerating 加速
rising rising
ETN
ai_datacenter · power
+69% accelerating 加速
rising rising
MPWR
ai_datacenter · compute
+69% accelerating 加速
rising rising
GNRC
ai_datacenter · power
+69% accelerating 加速
rising rising
VRT
ai_datacenter · compute
+69% accelerating 加速
rising rising
SRE
ai_datacenter · power
+69% accelerating 加速
rising rising
EME
ai_datacenter · power
+69% accelerating 加速
rising rising
MKSI
ai_datacenter · wfe
+69% accelerating 加速
rising rising
QCOM
ai_datacenter · compute
+69% accelerating 加速
rising rising
BWXT
ai_datacenter · power
+69% accelerating 加速
rising rising
AEP
ai_datacenter · power
+69% accelerating 加速
rising rising
NXT
ai_datacenter · power
+69% accelerating 加速
rising rising
LRCX
ai_datacenter · wfe
+69% accelerating 加速
rising rising
DDOG
own_rpo · bookings
+52% accelerating 加速
rising rising
ZBRA
own_rpo · bookings
+48% decelerating 增速放缓
rising rising
ORCL
own_rpo · bookings
+41% decelerating 增速放缓
rising rising
CRWD
own_rpo · bookings
+38% expanding 扩张
rising rising
MSFT
own_rpo · bookings
+36% accelerating 加速
rising rising
GD
own_rpo · bookings
+30% accelerating 加速
rising rising
CRM
own_rpo · bookings
+27% accelerating 加速
rising rising
NOW
own_rpo · bookings
+26% accelerating 加速
rising rising
PTC
own_rpo · bookings
+26% accelerating 加速
rising rising
RTX
own_rpo · bookings
+23% accelerating 加速
rising rising
ENS
own_rpo · bookings
+22% accelerating 加速
rising rising
DHR
own_rpo · bookings
+21% accelerating 加速
rising rising
CW
own_rpo · bookings
+21% accelerating 加速
rising rising
V
own_rpo · bookings
+20% decelerating 增速放缓
rising rising
QLYS
own_rpo · bookings
+19% accelerating 加速
rising rising
PATH
own_rpo · bookings
+19% accelerating 加速
rising rising
TRMB
own_rpo · bookings
+18% accelerating 加速
rising rising
OKTA
own_rpo · bookings
+14% decelerating 增速放缓
rising rising
TMO
own_rpo · bookings
+13% accelerating 加速
rising rising
ADBE
own_rpo · bookings
+13% decelerating 增速放缓
rising rising
ILMN
own_rpo · bookings
+12% accelerating 加速
rising rising
FTNT
own_rpo · bookings
+12% accelerating 加速
rising rising
HII
own_rpo · bookings
+9% accelerating 加速
rising rising
KTOS
own_rpo · bookings
+9% decelerating 增速放缓
rising rising
NTAP
own_rpo · bookings
+8% accelerating 加速
rising rising
CTVA
own_rpo · bookings
+8% accelerating 加速
rising rising
A
own_rpo · bookings
+7% decelerating 增速放缓
rising rising
CF
own_rpo · bookings
+4% flat 持平
rising rising
GOOGL
hiring · headcount
+4% flat 持平
rising rising
DE
own_rpo · bookings
+4% flat 持平
flat flat
IQV
own_rpo · bookings
+2% flat 持平
falling falling
LH
own_rpo · bookings
-0% flat 持平
rising rising
OC
housing · products
-4% contracting 收缩
falling falling
SHW
housing · products
-4% contracting 收缩
flat flat
FBIN
housing · products
-4% contracting 收缩
falling falling
MHK
housing · products
-4% contracting 收缩
falling falling
BLDR
housing · products
-4% contracting 收缩
falling falling
SHW
housing · products
-4% contracting 收缩
flat flat
ENPH
own_rpo · bookings
-10% contracting 收缩
falling falling
PFE
own_rpo · bookings
-56% contracting 收缩
flat flat
GPN
own_rpo · bookings
-76% contracting 收缩
falling falling
DUOL
hiring · headcount
-81% contracting 收缩
falling falling
DOCU
own_rpo · bookings
+0% flat 持平
rising rising
MA
own_rpo · bookings
+0% flat 持平
rising rising
ZBH
own_rpo · bookings
n/a 不明
rising rising
Signal only 仅信号 — 21 names 只
Name 标的 Chain 链条 Independent signal 独立信号 Consensus 共识
ARM
ai_datacenter · compute
+69% accelerating 加速
none none
CORZ
ai_datacenter · neocloud
+69% accelerating 加速
none none
SMR
ai_datacenter · power
+69% accelerating 加速
none none
BTDR
ai_datacenter · neocloud
+69% accelerating 加速
none none
LEU
ai_datacenter · power
+69% accelerating 加速
none none
ALAB
ai_datacenter · compute
+69% accelerating 加速
none none
WULF
ai_datacenter · neocloud
+69% accelerating 加速
none none
CIFR
ai_datacenter · neocloud
+69% accelerating 加速
none none
OKLO
ai_datacenter · power
+69% accelerating 加速
none none
NNE
ai_datacenter · power
+69% accelerating 加速
none none
APLD
ai_datacenter · neocloud
+69% accelerating 加速
none none
IREN
ai_datacenter · neocloud
+69% accelerating 加速
none none
NVMI
ai_datacenter · wfe
+69% accelerating 加速
none none
CRDO
ai_datacenter · compute
+69% accelerating 加速
none none
CAMT
ai_datacenter · wfe
+69% accelerating 加速
none none
NBIS
ai_datacenter · neocloud
+69% accelerating 加速
none none
HUT
ai_datacenter · neocloud
+69% accelerating 加速
none none
CBRS
ai_datacenter · compute
+69% accelerating 加速
none none
CRWV
ai_datacenter · neocloud
+69% accelerating 加速
none none
RIOT
ai_datacenter · neocloud
+69% accelerating 加速
none none
BLD
housing · products
-4% contracting 收缩
none none
Accountability — the variant calls are scored forward 可问责 — 变体判断前向评分
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。