MLflow vs ComfyUI

FeatureMLflowComfyUI
CategoryMLOpsAI Image Generation
PricingFree (open-source)Free (open-source)
GitHub Stars19,00075,000
PlatformsLinux, macOS, WindowsmacOS, Linux, Windows
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ Visual node editor
  • ✓ Flux support
  • ✓ ControlNet
  • ✓ LoRA training
  • ✓ Batch processing
  • ✓ REST API
  • ✓ Custom nodes
Tags
mlopstrackingdeploymentopen-source
open-sourceimage-generationfluxstable-diffusionnode-based