MLflow vs Dstack

FeatureMLflowDstack
CategoryMLOpsMLOps
PricingFree (open-source)Free (open-source) + Enterprise
GitHub Stars19,0005,000
PlatformsLinux, macOS, WindowsLinux, macOS
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ Multi-cloud GPU
  • ✓ Dev environments
  • ✓ Training
  • ✓ Deployment
  • ✓ Cost optimization
Tags
mlopstrackingdeploymentopen-source
mlopsgpumulti-cloudopen-source