BentoML vs Portkey

FeatureBentoMLPortkey
CategoryMLOpsAI Development
PricingFree (open-source) + CloudFree + Pro plans
GitHub Stars7,0006,000
PlatformsLinux, macOS, DockerWeb, Docker
Features
  • ✓ Model serving
  • ✓ Containerization
  • ✓ Batching
  • ✓ Multi-framework
  • ✓ GPU support
  • ✓ AI gateway
  • ✓ Fallbacks
  • ✓ Load balancing
  • ✓ Caching
  • ✓ Observability
Tags
servingdeploymentapiopen-source
gatewayreliabilityobservabilityapi