Streamlit vs MLflow

FeatureStreamlitMLflow
CategoryAI DevelopmentMLOps
PricingFree (open-source) + CloudFree (open-source)
GitHub Stars35,00019,000
PlatformsLinux, macOS, Windows, WebLinux, macOS, Windows
Features
  • ✓ Data apps
  • ✓ Widgets
  • ✓ Charts
  • ✓ Deployment
  • ✓ Community cloud
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
Tags
pythondatadashboardopen-source
mlopstrackingdeploymentopen-source