Replicate
Run and fine-tune open-source ML models via API
About Replicate
Replicate lets you run open-source ML models (Stable Diffusion, LLMs, etc.) via simple API calls. Push your own models with Cog packaging. Pay-per-prediction pricing.
Best for
Best for teams wanting to run open-source models via API without managing infrastructure
Pros & Cons
Pros
- Run open-source models via simple API calls
- Pay-per-prediction — no idle costs
- Push custom models with Cog
Cons
- Less control than self-hosting
- Cold starts for infrequently used models
- Prediction pricing adds up at scale
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