BentoML vs Dstack

FeatureBentoMLDstack
CategoryMLOpsMLOps
PricingFree (open-source) + CloudFree (open-source) + Enterprise
GitHub Stars7,0005,000
PlatformsLinux, macOS, DockerLinux, macOS
Features
  • ✓ Model serving
  • ✓ Containerization
  • ✓ Batching
  • ✓ Multi-framework
  • ✓ GPU support
  • ✓ Multi-cloud GPU
  • ✓ Dev environments
  • ✓ Training
  • ✓ Deployment
  • ✓ Cost optimization
Tags
servingdeploymentapiopen-source
mlopsgpumulti-cloudopen-source