Weights & Biases vs Dstack

FeatureWeights & BiasesDstack
CategoryMLOpsMLOps
PricingFree + Teams $50/moFree (open-source) + Enterprise
GitHub Stars9,0005,000
PlatformsLinux, macOS, Windows, WebLinux, macOS
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Sweeps
  • ✓ Reports
  • ✓ Artifacts
  • ✓ Multi-cloud GPU
  • ✓ Dev environments
  • ✓ Training
  • ✓ Deployment
  • ✓ Cost optimization
Tags
mlopstrackingexperimentsmonitoring
mlopsgpumulti-cloudopen-source