BentoML vs vLLM

FeatureBentoMLvLLM
CategoryMLOpsLocal AI Infrastructure
PricingFree (open-source) + CloudFree (open-source)
GitHub Stars7,00045,000
PlatformsLinux, macOS, DockerLinux
Features
  • ✓ Model serving
  • ✓ Containerization
  • ✓ Batching
  • ✓ Multi-framework
  • ✓ GPU support
  • ✓ PagedAttention
  • ✓ Continuous batching
  • ✓ Tensor parallelism
  • ✓ OpenAI-compatible API
  • ✓ Multi-GPU
  • ✓ Quantization
Tags
servingdeploymentapiopen-source
open-sourceinferenceservinggpuhigh-throughput