MLflow vs BentoML

FeatureMLflowBentoML
CategoryMLOpsMLOps
PricingFree (open-source)Free (open-source) + Cloud
GitHub Stars19,0007,000
PlatformsLinux, macOS, WindowsLinux, macOS, Docker
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ Model serving
  • ✓ Containerization
  • ✓ Batching
  • ✓ Multi-framework
  • ✓ GPU support
Tags
mlopstrackingdeploymentopen-source
servingdeploymentapiopen-source