GPU Spot Rentals Surge, Cloud Providers' Compute Business May Be Undervalued

Recent data from multiple sources indicates that the GPU compute market supply is tightening, spot rental prices continue to rise, and the GPU rental businesses of mega-cloud providers might be significantly more profitable than the market expects.

Confirmed

Key point: Multiple data sources show warming compute demand. Data from institutions like Silicon Data indicates that H100 rental prices have risen to around $2.75/hour, and A100 rental prices have increased by 20.6% year-to-date to about $1.64/hour.
Key point: A Morgan Stanley valuation model suggests that the GPU rental business of hyperscale cloud providers is highly lucrative, projected to achieve an incremental profit margin of around 70% and an ROIC of 30%+. This model is based on a deployment of approximately 410,000 NVIDIA GB300 GPUs.

Unconfirmed

Key point: Morgan Stanley's high profitability model relies on future massive GPU deployment volumes; whether this can be fully realized remains subject to market supply and demand fluctuations.

Why It Matters

Key point: @GavinSBaker believes that current GPU spot rental prices are at least double the contract prices, implying that mega-cloud providers are currently "under-earning." He pointed out that the market has overreacted to the widening credit spreads of cloud providers, and their true earning power has been unfairly punished.
Key point: @abhiadesai and others emphasized that while the market generally holds concerns about the business model of GPU cloud infrastructure, these worries could be shattered by high profit margins and strong unit economics, making this an incredibly lucrative business.

2026-07-28 ~ 2026-07-29 · 5 related posts

Primary sources

Morgan Stanley estimates GPU rental businesses can reach 70% incremental margins — firstadopter · 2026-07-28 22:46 (UTC+08:00)
Hyperscaler credit spreads may be overpricing risk as GPU spot rents run 2x contract rates — GavinSBaker · 2026-07-29 02:09 (UTC+08:00)
H100 rental prices firm to $2.75/hour as compute market tightens — BenBajarin · 2026-07-29 03:28 (UTC+08:00)

[source] Morgan Stanley estimates GPU rental businesses can reach 70% incremental margins — firstadopter · 2026-07-28
[source] Hyperscaler credit spreads may be overpricing risk as GPU spot rents run 2x contract rates — GavinSBaker · 2026-07-29
A GPU cloud business skeptics fear may actually be highly profitable — abhiadesai · 2026-07-29
[source] H100 rental prices firm to $2.75/hour as compute market tightens — BenBajarin · 2026-07-29
A100 GPU rental prices rise 20.6% YTD as compute demand stays hot — inductionheads · 2026-07-29