pgvector (PostgreSQL Extension) vs Pinecone

Side-by-side from the Top 11 ranking of The 11 Best Vector Databases (2026). Last verified May 31, 2026.

The short answer

Pinecone ranks higher on Top 11 (#1 vs #11) for AI engineers building RAG and semantic search at scale. The top choice for a high-performance, fully managed vector database that just works.

At a glance

pgvector (PostgreSQL Extension)Pinecone
Top 11 rank#11 / The 11 Best Vector Databases (2026)#1 / The 11 Best Vector Databases (2026)
Score (out of 9.4)7.29.2
Best forVector search inside PostgreSQLManaged performance at scale
Pricing$ (Open source)$$$ ($99 to custom/enterprise)
HQOpen SourceNew York, USA
Founded2019

pgvector (PostgreSQL Extension)

A pragmatic choice for adding vector search to an existing Postgres stack.

github.com/pgvector/pgvector

See full entry in The 11 Best Vector Databases (2026)

Pinecone

The top choice for a high-performance, fully managed vector database that just works.

www.pinecone.io

See full entry in The 11 Best Vector Databases (2026)

Methodology and scoring weights live at /methodology. No vendor pays for placement — see about.