MLflow vs LM Studio

FeatureMLflowLM Studio
CategoryMLOpsLocal AI Infrastructure
PricingFree (open-source)Free
GitHub Stars19,000—
PlatformsLinux, macOS, WindowsmacOS, Linux, Windows
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ Model discovery
  • ✓ One-click download
  • ✓ Chat UI
  • ✓ OpenAI-compatible API
  • ✓ GPU acceleration
  • ✓ GGUF support
Tags
mlopstrackingdeploymentopen-source
localllmdesktopinferenceprivacy