Qdrant vs MLflow

FeatureQdrantMLflow
CategoryData ToolsMLOps
PricingFree (open-source) + CloudFree (open-source)
GitHub Stars21,00019,000
PlatformsLinux, macOS, DockerLinux, macOS, Windows
Features
  • ✓ Vector search
  • ✓ Filtering
  • ✓ Distributed
  • ✓ REST/gRPC API
  • ✓ Rust-based
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
Tags
vector-dbrusthigh-performanceopen-source
mlopstrackingdeploymentopen-source