Qdrant vs vLLM

FeatureQdrantvLLM
CategoryData ToolsLocal AI Infrastructure
PricingFree (open-source) + CloudFree (open-source)
GitHub Stars21,00045,000
PlatformsLinux, macOS, DockerLinux
Features
  • ✓ Vector search
  • ✓ Filtering
  • ✓ Distributed
  • ✓ REST/gRPC API
  • ✓ Rust-based
  • ✓ PagedAttention
  • ✓ Continuous batching
  • ✓ Tensor parallelism
  • ✓ OpenAI-compatible API
  • ✓ Multi-GPU
  • ✓ Quantization
Tags
vector-dbrusthigh-performanceopen-source
open-sourceinferenceservinggpuhigh-throughput