On a mission to build the best AI user interface.
Open WebUI vs Snap Research
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Open WebUI (On a mission to build the best AI user interface.) and Snap Research both appear on the Smoower Developer Ecosystem Index.
Open WebUI (rank #189) holds a narrow lead over Snap Research (rank #372) on the overall Smoower ecosystem score (50 vs 42). The gap of 8 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Open WebUI is ahead of Snap Research. On education (docs, guides and learning material for developers), Open WebUI is slightly ahead of Snap Research. On community (issue response, PR reviews and discussion health), Snap Research is slightly ahead of Open WebUI. On reach (how visible the ecosystem is beyond its own repos), Open WebUI is clearly ahead of Snap Research. On momentum (release cadence and how fast the ecosystem moves), Open WebUI is ahead of Snap Research.
Open WebUI carries 159,650 GitHub stars across 25 public repos, with 12 repositories active in the last 90 days and 198 external contributors on record. Snap Research shows 11,224 stars across 101 public repos, 12 active in the last 90 days and 6 external contributors. The star gap on its own does not decide the comparison, but Open WebUI's footprint is roughly 14.2x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Open WebUI is the stronger read for anyone weighting reach. Snap Research looks better where community 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 | Open WebUI | Snap Research |
|---|---|---|
| Ranking | ||
| Overall rank | #189 | #372 |
| Pillars | ||
| Overall | 50 | 42 |
| Code | 55 | 37 |
| Education | 85 | 79 |
| Community | 57 | 60 |
| Reach | 34 | 0 |
| Momentum | 38 | 24 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 159,650 | 11,224 |
| Forks | 23,667 | 1,208 |
| Public repos | 25 | 101 |
| Active repos (90d) | 12 | 12 |
| External contributors | 198 | 6 |
| Avg polish | 60 | 48 |
| Avg AI-readiness | 36 | 24 |