ClusterMAX
SemiAnalysis's rating system grading GPU cloud providers on reliability, performance and operational maturity.
Current numbers
24–35 min automatic; 43–57 min with manual stepsTime to replace a failed HGX node after an injected fault, end to end (SemiAnalysis ClusterMAX 3.0)
10 criteria categoriesClusterMAX 3.0 GPU-cloud rating (Sep 2026): ten criteria categories; tiers from Platinum to underperforming, plus a new Participation Ribbon tier
10-categorySemiAnalysis ClusterMAX 3.0 (Sept 2026): ten rating categories, with security graded as a separate category