in10x//theses
receipts upd 2026-07-24 19:42 CEST
T8 // power//2026-07-24

Power Is the Next Bottleneck

The AI buildout's binding constraint is shifting from chips to electricity. Datacenters are signing decade-long power deals faster than anyone can build generation; firms that own or equip gigawatts capture pricing power for years

today's evidence: supports

today's readUpward BNEF revisions to 194 GW / 20% of US power by 2035 plus FERC data-center rules and DOE nuclear funding reinforce scarcity, while basket 30d avg still trails XLU by 0.7%.

→ watch tomorrow: Any concrete multi-GW hyperscaler PPA at premium pricing or capacity-auction clearing prices that would confirm escalating scarcity.

// the deal, stated upfront

KILL IF

AI power demand disappoints — hyperscaler capex cuts flow through to cancelled PPAs and shrinking interconnect queues, and the basket underperforms XLU for 2 consecutive quarters

DOUBLE DOWN IF

Scarcity escalates — new multi-GW PPAs at premium prices, capacity auctions clear at records, and the basket outperforms XLU while AI capex holds

// the pick — best expression of this thesis today

$CEG Constellation Energy

the US nuclear fleet — the 24/7 carbon-free power hyperscalers sign decade-long PPAs for

CEG has the cleanest nuclear-generation exposure to AI power deals, posts the highest rev growth (+63.8%) and leads 30d relative performance (+1.8% vs XLU) while sitting 32.9% below its 52w high; that beats VST’s lower growth and GEV’s expensive 41 fwd P/E plus –5% relative drag.

the model's tracked call, re-made every weekday from the data below · not investment advice

// earnings watch — what each print must show for the thesis

$CEG Constellation Energy reports 2026-08-06 PENDING

To support the thesis that nuclear is capturing AI-driven power scarcity, CEG must show new or expanded multi-year hyperscaler PPAs at premium prices, stable-to-rising nuclear fleet output/availability, and constructive guidance on contracted power margins rather than merchant weakness. A kill signal would be absence of incremental AI/data-center deals, PPA cancellations or push-outs, softer capacity/pricing commentary, or guidance that implies power demand is not tightening versus the prior quarter.

New hyperscaler/data-center PPA announcements (MW, tenor, pricing vs prior deals)Nuclear generation volumes and capacity factor / outage commentaryContracted vs merchant power margin and realized price trendsInterconnect/queue or re-licensing updates tied to incremental GWFY guidance language on AI power demand and capex for uprates/life extensions
$VST Vistra reports 2026-08-07 PENDING

To support the thesis that AI is bidding up scarce generation, VST must show rising realized power prices and/or new multi-year offtake tied to datacenter demand (especially ERCOT/gas-nuclear fleet), with management affirming tight capacity and no material PPA cancellations. A miss on commercial pricing, flat/declining forward hedges, or commentary that hyperscaler demand is slowing and interconnect/PPA pipelines are shrinking would undercut the scarcity mechanism and align with kill criteria.

ERCOT and merchant spark/dark spreads or realized $/MWh vs prior quarterNew or expanded datacenter/hyperscaler PPAs (MW, tenor, pricing tone)Nuclear and gas fleet availability/outage commentary and capacity factors2026–2027 power price/hedge guidance and any scarcity or capacity-auction languageCapex or development updates on incremental GW that could ease vs tighten the bottleneck

// the companies — why these, and what the numbers say

VSTmerchant power heavyweight — owns the generation AI datacenters are bidding up; gas + nuclear + Texas exposure
CEGthe US nuclear fleet — the 24/7 carbon-free power hyperscalers sign decade-long PPAs for
GEVsells the turbines and grid gear every new gigawatt needs — the arms dealer of the power buildout
company mkt cap rev growth gross margin fwd p/e fcf margin vs 52w high earnings
VSTVistra $56.3B +43.4% 38.6% 15× -0.8% -24.1% Aug 07
CEGConstellation Energy $98.9B +63.8% 23.3% 20× -15.0% -32.9% Aug 06
GEVGE Vernova $271.9B +21.9% 20.6% 41× +38.0% -14.7%

(t) = trailing P/E where no forward estimate exists · fundamentals refresh daily via Yahoo Finance

// relative performance — last 90 days, % return

0%+14%-28%04-2307-24
VST +6.6% CEG -5.3% GEV -11.2% XLU +0.9%

// price action — close 2026-07-24

ticker close 1d 30d vs XLU 30d
VSTVistra 166.94 -1.2% +2.5% +1.0%
CEGConstellation Energy 276.86 +0.5% +3.3% +1.8%
GEVGE Vernova 1,020.29 -1.1% -3.5% -5.0%

// daily evidence — each signal scored −2…+2 by the AI

datacenter_power_deals mechanism signal · weight 3× 1

hyperscaler/datacenter power contracts — PPAs, nuclear deals, behind-the-meter agreements, gigawatt announcements

capacity_scarcity mechanism signal · weight 3× 2

evidence the grid is the constraint — capacity auction prices, interconnection queues, turbine backlogs, restart timelines

price_momentum price signal · weight 1× -1

30d relative performance vs XLU

strongly supports · supports · neutral · against · strongly against — one square per weekday

// the tape — this thesis, day by day

07-24 Upward BNEF revisions to 194 GW / 20% of US power by 2035 plus FERC data-center rules and DOE nuclear funding reinforce scarcity, while basket 30d avg still trails XLU by 0.7%.

// headlines — last 7 days of collected signal news