Replicate
Run any ML model with an API call
★ 4.5
Run machine learning models in the cloud with a simple API. Host open source models or deploy your own. Pay-per-use pricing with no infrastructure management.
Features
✓ Run 1000s of open source models
✓ Deploy custom models
✓ Simple REST API
✓ Streaming responses
✓ Webhook callbacks
✓ Fine-tuning support
✓ Model versioning
✓ Python and JavaScript SDKs
Pros
- + Huge model library
- + Simple API interface
- + Pay only for compute time
- + No infrastructure to manage
- + Great for prototyping
Cons
- − Cold start latency
- − Can get expensive at scale
- − Less control than self-hosting
- − Model availability can vary