Moatly Crew
Best of Web
BEST OF WEB

Top 10 Vector Databases

Stores powering retrieval, semantic search, and agent memory.

  1. 01

    Pinecone

    Managed serverless vector DB.

    WHYZero-ops, mature filtering, multi-tenant.

  2. 02

    Weaviate

    Open-source with hybrid search.

    WHYBuilt-in vectorizers, GraphQL API.

  3. 03

    Qdrant

    Rust-based, fast and lean.

    WHYExcellent performance, simple deploy.

  4. 04

    Milvus

    Scalable distributed vector DB.

    WHYHandles billion-scale workloads.

  5. 05

    Chroma

    Developer-friendly embedded store.

    WHYBest DX for prototypes and RAG demos.

  6. 06

    pgvector

    Postgres extension.

    WHYUse the database you already run.

  7. 07

    LanceDB

    Embedded multimodal vector DB.

    WHYColumnar format, great for ML pipelines.

  8. 08

    Vespa

    Search + vectors at scale.

    WHYProven at Yahoo/Spotify scale.

  9. 09

    Turbopuffer

    Object-storage-backed vectors.

    WHYCheap cold storage, fast cache.

  10. 10

    Redis Vector

    Vectors in your cache layer.

    WHYSub-ms lookups for hot paths.