MLflow vs Modal

FeatureMLflowModal
CategoryMLOpsAI Development
PricingFree (open-source)Pay-per-use + $30 free/mo
GitHub Stars19,000—
PlatformsLinux, macOS, WindowsWeb
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ Serverless GPU
  • ✓ Container orchestration
  • ✓ Cron jobs
  • ✓ Web endpoints
  • ✓ Fine-tuning
Tags
mlopstrackingdeploymentopen-source
serverlessgpucloudinfrastructure