MLflow vs vLLM

FeatureMLflowvLLM
CategoryMLOpsLocal AI Infrastructure
PricingFree (open-source)Free (open-source)
GitHub Stars19,00045,000
PlatformsLinux, macOS, WindowsLinux
Features
  • βœ“ Experiment tracking
  • βœ“ Model registry
  • βœ“ Deployment
  • βœ“ Projects
  • βœ“ Recipes
  • βœ“ PagedAttention
  • βœ“ Continuous batching
  • βœ“ Tensor parallelism
  • βœ“ OpenAI-compatible API
  • βœ“ Multi-GPU
  • βœ“ Quantization
Tags
mlopstrackingdeploymentopen-source
open-sourceinferenceservinggpuhigh-throughput