Compare · Developer & infrastructure

Retrieval & vector search compared head to head

85 like-for-like comparisons of vector search and retrieval databases, each pair scored category by category with prices, facts and verdicts side by side. Pairs are made only when both do the same job.

  • 85 comparisons
  • 3 jobs
  • 14 ranked

Ranked

  1. #1MeilisearchA78.6
  2. #2Pinecone API + MCPBB76.2
  3. #3Supabase API + MCPBB75.6
  4. #4Qdrant API + MCPBB75.3
  5. #5Typesense API + MCPBB70.7
  6. #6VespaBB70
  7. #7OpenSearchB68
  8. #8Weaviate API + MCPB67.9
  9. #9ElasticsearchB67.7
  10. #10LanceDBB65.4
  11. #11Upstash Vector API + MCPB62.4
  12. #12Milvus and Zilliz Cloud API + MCPC57.3
  13. #13Chroma API + MCPE45.2
  14. #14Epsilla Vector DatabaseF35.7

Vector search 79

SQL databases 5

Databases 1

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.