Overview
Strengths & Best For
Brev.dev (part of NVIDIA) is a developer GPU cloud that provisions H100, A100, RTX 4090, L4, and T4 instances with one-command CLI provisioning and NVIDIA-optimized ML stacks pre-installed, eliminating environment setup for AI training and inference. On-demand per-second billing means you only pay for actual compute time, making it highly cost-efficient for iterative ML development and rapid prototyping. A fast way to get an NVIDIA-optimized GPU environment running for LLM fine-tuning or model deployment.
- One-command CLI provisioning
- NVIDIA-optimized environments pre-installed
- Per-second billing — zero idle cost
- Part of NVIDIA — deep ecosystem integration
- Developer-focused — limited enterprise features
- Small provider with limited scale
- No enterprise SLAs
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Ori Industries merged with Brookfield's AI infrastructure capabilities to form Radiant, the first fully integrated AI infrastructure platform. Ori's technology, team, and cloud platform continue under the Radiant brand. Radiant offers NVIDIA Vera Rubin NVL72, Blackwell B200, H200, H100, and AMD MI300X/MI355X GPU compute with managed Kubernetes, managed Slurm, and fault-tolerant AutoClusters. Backed by Brookfield with $100B+ in deployable capital and 5 GW+ of live powered land globally. FlightDeck provides unified observability and operations. Serverless Kubernetes, inference, fine-tuning, and model registry. Renewable energy mix including hydro, wind, geothermal, biomass, and natural gas. Ori founder Mahdi Yahya serves as President of Radiant.
- Brookfield-backed with $100B+ deployable capital and 5 GW+ powered land
- Vera Rubin NVL72 and Blackwell B200/H200/H100 in catalog
- FlightDeck: unified observability and operations platform
- Managed Kubernetes, Slurm, and fault-tolerant AutoClusters
- Renewable energy mix: hydro, wind, geothermal, biomass, and natural gas
- Sovereign AI solutions for national deployments
- Sales-led process — no self-serve on-demand pricing
- Primarily enterprise/government focus
- Fewer self-service features vs RunPod or Vast.ai
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Key differences
Brev.dev
NVIDIA developer GPU cloud — one-command provisioning with NVIDIA-optimized ML stacks
Ori Cloud
Now Radiant — Brookfield-backed AI factory platform with Vera Rubin, Blackwell, and 5 GW capacity