MLflow vs Helicone

FeatureMLflowHelicone
CategoryMLOpsMLOps
PricingFree (open-source)Free + Pro plans
GitHub Stars19,0003,000
PlatformsLinux, macOS, WindowsWeb
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ Request logging
  • ✓ Cost tracking
  • ✓ Latency monitoring
  • ✓ Prompt management
  • ✓ User tracking
Tags
mlopstrackingdeploymentopen-source
observabilitymonitoringcostsopen-source