MLflow vs Portkey

FeatureMLflowPortkey
CategoryMLOpsAI Development
PricingFree (open-source)Free + Pro plans
GitHub Stars19,0006,000
PlatformsLinux, macOS, WindowsWeb, Docker
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ AI gateway
  • ✓ Fallbacks
  • ✓ Load balancing
  • ✓ Caching
  • ✓ Observability
Tags
mlopstrackingdeploymentopen-source
gatewayreliabilityobservabilityapi