Side-by-side comparison

Developer-friendly open-source embedding database, the default for prototyping RAG locally.

Fully managed serverless vector database; the most common managed choice for production RAG.

PostgreSQL extension for vector similarity search with HNSW and IVFFlat indexes; vectors next to your data.

Rust vector database with rich payload filtering, quantization and hybrid search; self-hosted or cloud.