Building enterprise search systems powered by latest NLP & open-source.
deepset vs Open WebUI
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
deepset (Building enterprise search systems powered by latest NLP & open-source.) and Open WebUI (On a mission to build the best AI user interface.) both appear on the Smoower Developer Ecosystem Index.
deepset (rank #122) holds a narrow lead over Open WebUI (rank #189) on the overall Smoower ecosystem score (54 vs 50). The gap of 4 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 Open WebUI. On education (docs, guides and learning material for developers), Open WebUI is ahead of deepset. On community (issue response, PR reviews and discussion health), Open WebUI is slightly ahead of deepset. On reach (how visible the ecosystem is beyond its own repos), deepset is ahead of Open WebUI. On momentum (release cadence and how fast the ecosystem moves), Open WebUI is slightly 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. Open WebUI shows 159,650 stars across 25 public repos, 12 active in the last 90 days and 198 external contributors. The star gap on its own does not decide the comparison, but Open WebUI's footprint is roughly 5.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
deepset is the stronger read for anyone weighting reach. Open WebUI looks better where education 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 | Open WebUI |
|---|---|---|
| Ranking | ||
| Overall rank | #122 | #189 |
| Pillars | ||
| Overall | 54 | 50 |
| Code | 56 | 55 |
| Education | 74 | 85 |
| Community | 53 | 57 |
| Reach | 49 | 34 |
| Momentum | 31 | 38 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 30,141 | 159,650 |
| Forks | 4,301 | 23,667 |
| Public repos | 74 | 25 |
| Active repos (90d) | 17 | 12 |
| External contributors | 171 | 198 |
| Avg polish | 63 | 60 |
| Avg AI-readiness | 39 | 36 |