MLflow vs Fireworks AI

FeatureMLflowFireworks AI
CategoryMLOpsAI Development
PricingFree (open-source)Pay-per-use
GitHub Stars19,000—
PlatformsLinux, macOS, WindowsWeb
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ Fast inference
  • ✓ Fine-tuning
  • ✓ Function calling
  • ✓ JSON mode
  • ✓ Batch API
Tags
mlopstrackingdeploymentopen-source
inferencefastcloudapi