| Website | qdrant.tech |
| Category | Vector Database / AI |
| License | Apache 2.0 (open source) |
| Pricing | Free (self-hosted), Cloud from $25/mo |
Overview
Qdrant is a high-performance vector database built in Rust. Filtering, payload storage, hybrid search. Purpose-built for AI and similarity search.
Pros
- Apache 2.0 license
- Rust performance
- Rich filtering
- Payload storage
- Hybrid search
- Self-hosted option
Cons
- Newer than Pinecone/Weaviate
- Cloud pricing at scale
- Documentation could be better
- Limited ecosystem tools
- Cluster management complex
Verdict
Qdrant is the fastest open-source vector database. The Rust implementation delivers exceptional query performance, the rich filtering lets you combine vector similarity with metadata conditions, and the payload storage means you can store your data alongside the vectors. For RAG applications and similarity search, Qdrant provides the performance and flexibility.