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GPU Rentals Surge: Cloud Vendors See High Premiums

Data shows tightening GPU supply and rising rental prices. Zuckerberg confirmed the market's high premiums and noted Meta might rent out its idle compute power.

2026-07-28 ~ 2026-07-30 · 2 episodes · 7 posts

Episode 1 · GPU Spot Rentals Surge, Cloud Providers' Compute Business May Be Undervalued (2026-07-28, 5 posts)

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.

Episode 2 · Zuckerberg Reveals Compute Market Premiums, Hints at GPU Leasing (2026-07-30, 2 posts)

Meta CEO Mark Zuckerberg revealed that the company has received compute supply offers at a significant premium over its actual purchase costs. Analysts suggest Meta might eventually lease its GPU compute to external partners.