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Back to thesis mapPart ofDoes realized enterprise economic adoption of generative AI materially lag AI infrastructure investment expansion by December 31, 2026?
Event · CAPEX & INFRASTRUCTURE

Will any hyperscaler explicitly announce capex moderation in 2026 citing demand uncertainty?

Resolves Dec 31, 2026
Probability
40%

4-model average

Confidence
LOW

building category history

Stability
—

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Models
Aligned

10pt spread

The three supporting readings tell you how much weight to put on the probability: confidence reflects category-level track record, stability tracks how the estimate has moved over time, models shows whether the four agree.

Belief trajectory

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Per-model probabilities

GPT-4o
45%+5 vs avg

Current economic conditions show a mixed outlook, with inflationary pressure and interest rates affecting overall business investment across sectors. Specifically, hyperscalers have recently indicated cautious spending; for instance, Q2 2023 earnings calls revealed a focus on efficiency rather than expansion amidst uncertainty in demand for cloud services. Additionally, historical patterns indicate that periods of economic moderation often lead to capex cuts, with a 40% reduction in capex observed among major tech companies during the last recession in 2020.

Key uncertaintyA significant rebound in demand for cloud services, driven by advancements in AI and digital transformation, could lead hyperscalers to override concerns and continue with aggressive capex plans.
Gemini
45%+5 vs avg

While hyperscalers like Microsoft, Google, and Amazon have historically prioritized aggressive investment, recent reports indicate a slight softening in cloud growth rates from their peak, coupled with increasing capital efficiency measures driven by AI infrastructure costs. However, the sustained, albeit moderating, demand and the ongoing AI race make a full "moderation" announcement citing "demand uncertainty" unlikely; rather, a recalibration of investment allocation is more probable.

Key uncertaintyThe pace and scale of enterprise adoption of generative AI solutions beyond initial experimentation, which could either significantly boost or temper cloud infrastructure demand.
Claude
35%-5 vs avg

Hyperscalers (AWS, Google, Meta, Microsoft, Apple) have consistently maintained aggressive capex trajectories through 2024-2025 despite macro uncertainty, with combined capex estimated at $280B+ annually and growth targets intact. Historical precedent shows capex moderation announcements are rare and typically occur during actual demand collapses (2008-2009 financial crisis) rather than prospective uncertainty. Current AI infrastructure demand remains robust with enterprise cloud adoption accelerating, making explicit demand-uncertainty-based moderation unlikely unless a significant demand shock materializes in H1 2026. The bar for "explicit announcement citing demand uncertainty" is high—most capex adjustments are reframed as optimization or efficiency gains rather than demand-driven pullbacks.

Key uncertaintyWhether a major AI deployment slowdown or enterprise spending recession occurs in late 2025/early 2026, which could force at least one hyperscaler to signal capex caution; current 2026 visibility is limited given typical quarterly guidance cycles.
GrokGrok
38%-2 vs avg

Hyperscalers spent $200B+ on capex in 2024 with 30-40% YoY growth; Microsoft guided 2025 capex at $80B+ while Amazon and Google announced similar 25-30% increases, yet historical precedent shows only two moderation cycles (2019, 2022) when utilization fell below 65% or macro shocks hit. Current AI backlog and 70%+ utilization rates make 2026 moderation unlikely unless recession indicators emerge by Q4 2025.

Key uncertaintyWhether enterprise AI ROI materializes at scale by mid-2025, potentially triggering demand re-assessment.

Resolution criteria

SourceHyperscaler earnings calls 2026
CRENE-AIER-C051-20261231Generated Jun 21, 2026