Deep Infra vs Massed Compute

Serverless Inference

Hosted model APIs with autoscaling on Deep Infra's own inference infrastructure.

• Drop-in OpenAI replacement - swap base URL, keep existing code
• 100+ models including the DeepSeek V4, Qwen 3.7, Llama 4, Claude 5, Gemini 3.5, Gemma 4, GLM-5, Kimi K2.7, and Nemotron 3 families

Dedicated GPU Instances

On-demand GPU nodes with SSH access for custom workloads.

GPU Clusters

Multi-node B200 and B300 clusters with SSH access for training and full-control workloads.

• Rent a B200 or B300 cluster and run arbitrary workloads
• On-demand DGX B300 configurations billed per instance-hour

On-Demand GPU Instances

Self-service VMs billed hourly; configurable 1-, 2-, 4- or 8-GPU nodes

Bare-Metal GPU Servers

Single-tenant servers with full hardware control and optional NVLink interconnects

• No virtualization overhead
• Customisable CPU, RAM, storage & network fabric

GPU Clusters

Reserved multi-node clusters networked for distributed training

• Flexible interconnect (e.g. InfiniBand, 200 GbE)
• Long-term reservation guarantees capacity