compare
pgvector vs Qdrant
The same facts for both, read from GitHub every night, and the relation a person reviewed.
| Fact | pgvector | Qdrant |
|---|---|---|
| Language | C | Rust |
| Licence | Other | Apache-2.0 |
| Stars | 23k | 35k |
| Latest | v0.8.7 | v1.19.2 |
| Last push | 2026-10-06 | 2026-10-06 |
| Release cadence | too few releases | about 31 days between releases |
| Active contributors | 4 commit authors on the default branch in the last 90 days | 41+ commit authors on the default branch in the last 90 days |
| Flags | none | none |
How they relate
Both replace Pinecone. Alternatives to Pinecone →
PartialpgvectorVector similarity search inside PostgreSQL, next to your relational data.
Full replacementQdrantVector search with payload filtering, quantisation and hybrid search.
pgvector
This repository publishes tags, not GitHub releases.
Qdrant
- v1.19.22026-10-05- Don't rewrite full sparse posting list on every upsert, making sparse vector upserts significantly faster
- v1.19.12026-09-04- Speed up and saturate memory bandwidth in quantized scoring with prefetching
- v1.19.02026-08-05- TurboQuant 4-bit as a datatype of primary vector storage. Only store 4-bit quantized vectors and spare disk space on…
- v1.18.32026-07-17- Fix query errors when using shard keys while resharding
- v1.18.22026-06-04- Log slow operations during shard WAL recovery
pgvector
unsigned The latest release, v0.8.7, carries no signature GitHub could verify.
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Qdrant
✓ signed The latest release, v1.19.2, carries a signature GitHub verified.
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