InvokeAI vs Weights & Biases

FeatureInvokeAIWeights & Biases
CategoryAI Image GenerationMLOps
PricingFree (open-source)Free + Teams $50/mo
GitHub Stars24,0009,000
PlatformsLinux, Windows, macOSLinux, macOS, Windows, Web
Features
  • ✓ Node editor
  • ✓ Canvas
  • ✓ ControlNet
  • ✓ LoRA
  • ✓ Batch generation
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Sweeps
  • ✓ Reports
  • ✓ Artifacts
Tags
image-generationcreativenodesopen-source
mlopstrackingexperimentsmonitoring