Developer ecosystem comparison
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deepset vs LanceDB

Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.

deepset (Building enterprise search systems powered by latest NLP & open-source.) and LanceDB both appear on the Smoower Developer Ecosystem Index.

LanceDB (rank #93) holds a narrow lead over deepset (rank #122) on the overall Smoower ecosystem score (56 vs 54). The gap of 2 points reflects composite signals across code, docs, community and reach.

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

deepset carries 30,141 GitHub stars across 74 public repos, with 17 repositories active in the last 90 days and 171 external contributors on record. LanceDB shows 12,402 stars across 52 public repos, 17 active in the last 90 days and 63 external contributors.

deepset is the stronger read for anyone weighting reach. LanceDB looks better where momentum is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.

Side-by-side metrics

MetricdeepsetLanceDB
Ranking
Overall rank#122#93
Pillars
Overall5456
Code5652
Education7480
Community5350
Reach4935
Momentum3159
Builder experience00
Signals
Stars30,14112,402
Forks4,3011,289
Public repos7452
Active repos (90d)1717
External contributors17163
Avg polish6350
Avg AI-readiness3940

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