Building enterprise search systems powered by latest NLP & open-source.
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
| Metric | deepset | LanceDB |
|---|---|---|
| Ranking | ||
| Overall rank | #122 | #93 |
| Pillars | ||
| Overall | 54 | 56 |
| Code | 56 | 52 |
| Education | 74 | 80 |
| Community | 53 | 50 |
| Reach | 49 | 35 |
| Momentum | 31 | 59 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 30,141 | 12,402 |
| Forks | 4,301 | 1,289 |
| Public repos | 74 | 52 |
| Active repos (90d) | 17 | 17 |
| External contributors | 171 | 63 |
| Avg polish | 63 | 50 |
| Avg AI-readiness | 39 | 40 |