Weights & Biases vs BentoML

FeatureWeights & BiasesBentoML
CategoryMLOpsMLOps
PricingFree + Teams $50/moFree (open-source) + Cloud
GitHub Stars9,0007,000
PlatformsLinux, macOS, Windows, WebLinux, macOS, Docker
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Sweeps
  • ✓ Reports
  • ✓ Artifacts
  • ✓ Model serving
  • ✓ Containerization
  • ✓ Batching
  • ✓ Multi-framework
  • ✓ GPU support
Tags
mlopstrackingexperimentsmonitoring
servingdeploymentapiopen-source