Weights & Biases vs ComfyUI

FeatureWeights & BiasesComfyUI
CategoryMLOpsAI Image Generation
PricingFree + Teams $50/moFree (open-source)
GitHub Stars9,00075,000
PlatformsLinux, macOS, Windows, WebmacOS, Linux, Windows
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Sweeps
  • ✓ Reports
  • ✓ Artifacts
  • ✓ Visual node editor
  • ✓ Flux support
  • ✓ ControlNet
  • ✓ LoRA training
  • ✓ Batch processing
  • ✓ REST API
  • ✓ Custom nodes
Tags
mlopstrackingexperimentsmonitoring
open-sourceimage-generationfluxstable-diffusionnode-based