Instructor vs BentoML

FeatureInstructorBentoML
CategoryAI DevelopmentMLOps
PricingFree (open-source)Free (open-source) + Cloud
GitHub Stars9,0007,000
PlatformsLinux, macOS, WindowsLinux, macOS, Docker
Features
  • ✓ Structured output
  • ✓ Pydantic models
  • ✓ Retry logic
  • ✓ Streaming
  • ✓ Multi-provider
  • ✓ Model serving
  • ✓ Containerization
  • ✓ Batching
  • ✓ Multi-framework
  • ✓ GPU support
Tags
structured-outputpydanticpythonopen-source
servingdeploymentapiopen-source