Directory · Vector DB
Qdrant
Open-source vector DB written in Rust. Fast, with great filtering.
Open Source
Best for
Self-hosted vector search, dev-friendly setups
Pros and cons
Pros
- Open source
- Excellent filtering
- Fast
Cons
- Self-host operational burden
- Cloud tier pricier than competitors
- Smaller ecosystem than Pinecone
Alternatives
More vector db tools
Pinecone
Vector DB
Managed vector database. Serverless tier, sub-100ms queries at scale.
Best for
Production RAG with no ops budget
Pros
- Fully managed
- Strong serverless tier
- Battle-tested at scale
Cons
- Closed source
- Vendor lock-in
- Less control than self-hosted
Alternatives
QdrantWeaviatepgvector