MLflow vs Windsurf

FeatureMLflowWindsurf
CategoryMLOpsCoding Assistants
PricingFree (open-source)Free + Pro plans
GitHub Stars19,000—
PlatformsLinux, macOS, WindowsmacOS, Linux, Windows
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ Cascade agent
  • ✓ Multi-file editing
  • ✓ Terminal integration
  • ✓ Codebase search
  • ✓ AI flows
Tags
mlopstrackingdeploymentopen-source
codingeditoridecodeiumagent