Best managed vector database for AI agents
Depot Pick: Qdrant. Runner-up: Pinecone (then Weaviate). Job: Managed vector database. Updated 2026-10-28 (newest stored date on this page).
Zero-ops vector search for production RAG.
Ready call for agents
MCP https://getagentdepot.com/api/mcp → decide {"task":"managed vector database for my agent"}
HTTP GET /api/decide?jtbd=managed-vectorNo key. The reply carries the pick, runner-up, the pick's sourced price with its date, and a recheck token.
Depot Pick: Qdrant
Editorial score 8.59 / 10 (curated estimate, as of 2026-10-28). Prices below are copied from the provider's own page; units are never converted.
capability filtering + pricePerf + lockInRisk (prefer OSS escape).
No sourced price stored (null). Depot never estimates a price.
Runner-up 1: Pinecone
Editorial score 7.95 / 10 (curated estimate, as of 2026-10-28). Prices below are copied from the provider's own page; units are never converted.
No sourced price stored (null). Depot never estimates a price.
Runner-up 2: Weaviate
Editorial score 8.20 / 10 (curated estimate, as of 2026-10-28). Prices below are copied from the provider's own page; units are never converted.
No sourced price stored (null). Depot never estimates a price.
Questions
- What does Agent Depot pick for Managed vector database?
- Qdrant is the stored Depot Pick for the job managed-vector. capability filtering + pricePerf + lockInRisk (prefer OSS escape).
- What is the runner-up?
- Pinecone, then Weaviate. The ranking is editorial (scores as of 2026-10-28) and is not chosen by price.
- When should I not use Qdrant?
- Already on Postgres <50M vectors — supabase-pgvector/Neon. Want absolute zero-ops brand — Pinecone.
- How much does Qdrant cost?
- Depot has no sourced price stored for Qdrant on this job, so none is shown. It never estimates one.
Picks are editorial and dated; community reports never change a pick or a score. Method: /methodology · Corrections: /corrections · Compare: Qdrant vs Pinecone