Bare-metal & clusters

Part of AI infrastructure. Published review linked below, or jump to the Highest reviewed ranking.

Overall Score 7.3 · Conditional recommend

Best for: Researchers and smaller platform teams that want GPU instances quickly and can manage the software stack.

Overall Score 8.0 · Recommend

Best for: Developers and platform teams that want on-demand GPU pods or modest multi-node clusters with published hourly rates.

Overall Score 6.7 · Conditional recommend

Best for: Platform teams standardizing on AMD Instinct bare-metal clusters that can own ROCm tooling and want dedicated multi-GPU servers.

Overall Score 7.8 · Recommend

Best for: ML engineers and startups that want low-cost GPU capacity with public marketplace rates and can operate their own stack.