Best AI Cloud Infrastructure Tools

GPU cloud for AI training and inference offering on-demand and reserved Nvidia H100, H200, B200, and A100 instances at competitive per-hour rates.

Key Features:

• •On-demand Nvidia H100, H200, B200, and A100 80GB GPU instances
• •1-Click Clusters for multi-node distributed training with InfiniBand interconnect
• •Managed Inference API for popular open models (Llama, Mixtral, etc.)

GPU cloud with on-demand Pods, serverless inference, and multi-node clusters across 31 global regions — per-second billing on H100, H200, B200, and RTX GPUs.

Key Features:

• •31 global regions for low-latency GPU access
• •Per-hour Pods on H100, H200, B200, RTX Pro 6000, and consumer GPUs
• •Serverless inference endpoints with auto-scale-to-zero

NVIDIA-run marketplace-and-runtime platform that connects developers to multi-cloud GPU compute with a single API, formed after NVIDIA's acquisition of Lepton AI.

Key Features:

• •Multi-cloud GPU marketplace
• •Serverless inference with autoscaling
• •Per-second billing across partners