MLflow vs Chainlit

FeatureMLflowChainlit
CategoryMLOpsChat Interfaces
PricingFree (open-source)Free (open-source)
GitHub Stars19,0008,000
PlatformsLinux, macOS, WindowsLinux, macOS, Windows
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ Chat UI
  • ✓ File upload
  • ✓ Streaming
  • ✓ Authentication
  • ✓ Multi-step display
Tags
mlopstrackingdeploymentopen-source
chatuipythonopen-source