Gradio vs BentoML

FeatureGradioBentoML
CategoryAI DevelopmentMLOps
PricingFree (open-source)Free (open-source) + Cloud
GitHub Stars35,0007,000
PlatformsLinux, macOS, Windows, WebLinux, macOS, Docker
Features
  • ✓ ML demos
  • ✓ API generation
  • ✓ Sharing
  • ✓ Custom components
  • ✓ Hugging Face integration
  • ✓ Model serving
  • ✓ Containerization
  • ✓ Batching
  • ✓ Multi-framework
  • ✓ GPU support
Tags
mldemopythonopen-source
servingdeploymentapiopen-source