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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 GPU rental rates at major neoclouds decline more than 35% in 2026?

Resolves Dec 31, 2026
Probability
33%

4-model average

Confidence
LOW

building category history

Stability
—

loading

Models
Mixed

23pt 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
25%-8 vs avg

Given the current economic conditions, including inflationary pressures and supply chain constraints affecting the semiconductor industry, there is insufficient evidence to predict a decline of more than 35% in GPU rental rates by 2026. Historical trends also show that while tech equipment prices can fluctuate, significant declines over 3-year periods have rarely exceeded 20-25%, as seen during the 2018-2021 GPU shortage and subsequent recovery period.

Key uncertaintyA major breakthrough in GPU manufacturing technology or a substantial increase in supply from new entrants could significantly alter price dynamics and lead to steeper declines in rental rates.
Gemini
50%+17 vs avg

API error

Key uncertaintyN/A
Claude
28%-5 vs avg

While GPU supply will increase substantially in 2026, current utilization rates (70-85%) and robust enterprise demand for inference workloads suggest spot rates will decline only 10-25% rather than exceed 35%. Historical precedent shows >35% declines occur during demand shocks (2022 crypto crash), not during

Key uncertaintyNot specified
GrokGrok
48%+15 vs avg

2024-2025 saw 25-40% price drops at CoreWeave, Lambda, and Crusoe driven by H100 oversupply and 2.2M new Blackwell GPUs entering service by Q3-2025; however, sustained 35%+ declines in 2026 would require either hyperscaler capex cuts below the $180B annual run-rate or demand growth below 35% YoY, both of which contradict current Microsoft/OpenAI/Azure capacity bookings running at 92% utilization.

Key uncertaintyWhether NVIDIA’s GB200 NVL72 ramp meets the 3-4 month production delay analysts currently model, which would tighten 2026 supply and cap further rate erosion.
Key disagreementGrok (48%) vs GPT-4o (25%): Different weighting of factors

Resolution criteria

SourceNeocloud published pricing 2026
CRENE-AIER-C034-20261231Generated Jun 25, 2026