Hyperscaler

Microsoft Azure

OpenAI's landlord. Big H100/H200 and MI300X fleets with enterprise Microsoft integration.

Azure operates some of the largest AI clusters on earth for OpenAI, and sells ND-series (NVIDIA) and the industry's most visible MI300X deployment (ND MI300X v5). Pricing is hyperscaler-typical; the MI300X instances are the interesting value play for memory-bound inference.

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GPU pricing on Azure

On-demand list per GPU-hour, last reviewed 2026-09. Methodology.

GPU $/GPU-hr vs cheapest Notes
A100 80GB $3.67 cheapest ND A100 v4 ÷ 8
MI300X $5.42 1.5× ND MI300X v5 ÷ 8
H100 SXM $5.70 1.6× ND H100 v5 ÷ 8

Strengths

  • MI300X at scale
  • InfiniBand-backed ND clusters
  • Microsoft enterprise stack

Watch for

  • Quota friction
  • Complex SKU naming

Alternatives

AWS

The biggest cloud. The deepest catalog, the highest list prices, the most enterprise glue.

GCP

The only place to rent TPUs, plus a full NVIDIA lineup on A3/A4 instances.

OCI

The hyperscaler that prices like a neocloud. Bare-metal GPU shapes with no virtualization tax.