Finding 01
Compute pressure is broad, not single factor.
The composite index reads 61 and is marked high. The highest sub-indices in this snapshot are fci · foundry concentration (83), aicdi · hardware demand (65), epi · energy strain (59).
Research note · Live compute dataset
Compute Pressure Index Notes
A BenchGecko note on whether AI compute pressure comes from chips, fabs, memory, system cost, power, or regional buildout limits, read from the curated infrastructure dataset and its as-of date.
Data as of
Apr 14, 2026
Curated infrastructure dataset
61
Pressure score
high · tracking
5 / 5
Constrained layers
stack layers not marked healthy
$283B
Tracked capex
2025 capex of the largest builders
45%
AI power growth
18 GW tracked AI power
Finding 02
Regional readiness splits compute winners from bottlenecks.
Nordics leads the readiness table at 68. Regions with power headroom, low water stress, and fast construction are better positioned for new AI capacity.
Finding 03
Capex confirms that infrastructure remains strategic.
The largest builders in the dataset reported $283B of 2025 capex. The pressure signal is not just chip demand, it is full stack buildout.
Constraint stack
Tracked supply chain layers ranked by current health signal.
Foundries
critical
Critical concentration · near-monopoly on AI silicon supply
AI Chips
critical
No bubble in sight · full parabolic
Memory
strained
Elevated · supply struggling to keep pace with AI demand
Systems
elevated
Average TCO $9,046/PFLOPS/yr
Energy
strained
Growing pressure on energy supply chains, especially in established hubs
Regional readiness
Highest scoring regions for AI infrastructure buildout.
#1 · Nordics
1,800 MW · low water stress
68
#2 · Texas · ERCOT
2,200 MW · high water stress
62
#3 · Northern Virginia
4,500 MW · moderate water stress
57
#4 · Iowa · Midwest Wind Corridor
900 MW · low water stress
57
#5 · Oregon · Pacific Northwest
1,500 MW · moderate water stress
56
#6 · Japan
1,500 MW · low water stress
51
Capex tracker
Large platform infrastructure guidance included in this snapshot.
Methodology and caveats
The composite score combines hardware demand, foundry concentration, memory pressure, energy strain, and system cost signals.
Regional readiness is a buildout lens. It is not a political risk rating and should be read beside local grid, water, and permitting context.
Capex values are directional infrastructure guidance. They are useful for pressure monitoring, not a replacement for audited financial analysis.