Gradio vs MLflow

FeatureGradioMLflow
CategoryAI DevelopmentMLOps
PricingFree (open-source)Free (open-source)
GitHub Stars35,00019,000
PlatformsLinux, macOS, Windows, WebLinux, macOS, Windows
Features
  • ✓ ML demos
  • ✓ API generation
  • ✓ Sharing
  • ✓ Custom components
  • ✓ Hugging Face integration
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
Tags
mldemopythonopen-source
mlopstrackingdeploymentopen-source