AWS

Market leader with custom Trainium chips and SageMaker

Largest cloud with Trainium/Inferentia options

Metrics

regions32

pricing tierpremium

gpus availableH100, A100, Trainium2, Inferentia2

gpu availabilitymoderate

Score Breakdown

pricing85

support94

gpu availability82

Compatibility

1111111195 1111111192 1111111190

Scoring Methodology

gpu_availability40% weight

Ability to provision GPU instances on demand

Source: SemiAnalysis ClusterMAX tier rankings

pricing30% weight

Cost competitiveness for GPU compute

Source: Published pricing, spot instance rates

support30% weight

Technical support quality and SLAs

Source: User reviews, enterprise feature availability

Related Signals

CoreWeave Achieves Platinum Status in ClusterMAX

1d ago

CoreWeave is the only cloud provider to achieve Platinum tier in SemiAnalysis ClusterMAX 2.0 rankings, citing exceptional GPU availability and performance.

Data Sources

semianalysis.com

Last updated: December 24, 2025