Overview
Strengths & Best For
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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Replicate is a model API platform that lets developers run thousands of open-source AI models — image generation, video, audio, LLM, and more — via a simple REST API with per-second billing and no infrastructure management. Developers can also package and deploy their own custom models using Cog, Replicate's open-source containerization tool. A top choice for teams that want to integrate AI capabilities into applications without managing GPU infrastructure, with a large community model library covering Stable Diffusion, Flux, Llama, and hundreds of other models.
- Thousands of community models available via API
- Per-second billing — zero idle cost
- Cog: open-source model packaging and deployment
- No infrastructure management required
- Less suited for custom training or fine-tuning at scale
- Pricing can be higher for sustained high-throughput inference
- Limited control over underlying infrastructure
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Key differences
Ori Cloud
Now Radiant — Brookfield-backed AI factory platform with Vera Rubin, Blackwell, and 5 GW capacity
Replicate
Run AI models via API — community library, billed per second