Qdrant vs Sardine

Qdrant (Creating advanced vector search technology) and Sardine both appear on the Smoower Developer Ecosystem Index.

Qdrant (rank #5) holds a meaningful lead over Sardine (rank #569) on the overall Smoower ecosystem score (71 vs 35). The gap of 36 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Qdrant is clearly ahead of Sardine. On education (docs, guides and learning material for developers), Qdrant is ahead of Sardine. On community (issue response, PR reviews and discussion health), Qdrant is clearly ahead of Sardine. On reach (how visible the ecosystem is beyond its own repos), Qdrant is slightly ahead of Sardine. On momentum (release cadence and how fast the ecosystem moves), Qdrant is clearly ahead of Sardine.

Qdrant carries 44,913 GitHub stars across 132 public repos, with 89 repositories active in the last 90 days and 99 external contributors on record. Sardine shows 19 stars across 55 public repos, 5 active in the last 90 days and 5 external contributors. The star gap on its own does not decide the comparison, but Qdrant's footprint is roughly 2363.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Qdrant is the stronger read for anyone weighting momentum. Sardine makes more sense for teams already using its adjacent tools. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.