Deep Infra vs Massed Compute

OpenAI-compatible API for 100+ models including DeepSeek, Qwen, Llama 4, Claude, and Gemini families with autoscaling

B200 instances with SSH access spin up in about 10 seconds and bill hourly

Deploy your own Hugging Face models onto dedicated A100, H100, H200, B200, or B300 GPUs

Published per-GPU hourly rates for A100, H100, H200, B200, and B300 with competitive pricing

All hosted models run on H100 or A100 hardware tuned for low latency

Support for text generation, vision and OCR, embeddings and reranking, image and video generation, and speech recognition

Assurance of fully-supported, high-performance NVIDIA GPU solutions

Independent attestation of security, availability, and confidentiality controls

Hourly VMs or single-tenant servers—no long-term contracts

REST API to list, provision, manage, and retire GPU instances programmatically

Redundant power, cooling, and network for >99.98 % uptime

Launch pre-configured AI/ML or VFX desktops in a browser—no CLI needed