Data and AI: Unlocking new science insights
AstraZeneca vs Open WebUI
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
AstraZeneca (Data and AI: Unlocking new science insights) and Open WebUI (On a mission to build the best AI user interface.) both appear on the Smoower Developer Ecosystem Index.
Open WebUI (rank #190) holds a modest lead over AstraZeneca (rank #510) on the overall Smoower ecosystem score (50 vs 37). The gap of 13 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), AstraZeneca is slightly ahead of Open WebUI. On education (docs, guides and learning material for developers), Open WebUI is ahead of AstraZeneca. On community (issue response, PR reviews and discussion health), Open WebUI is clearly ahead of AstraZeneca. On reach (how visible the ecosystem is beyond its own repos), Open WebUI is ahead of AstraZeneca. On momentum (release cadence and how fast the ecosystem moves), Open WebUI is slightly ahead of AstraZeneca.
AstraZeneca carries 5,180 GitHub stars across 107 public repos, with 22 repositories active in the last 90 days and 2 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 30.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
AstraZeneca is the stronger read for anyone weighting code quality. Open WebUI 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 | AstraZeneca | Open WebUI |
|---|---|---|
| Ranking | ||
| Overall rank | #510 | #190 |
| Pillars | ||
| Overall | 37 | 50 |
| Code | 57 | 55 |
| Education | 75 | 85 |
| Community | 25 | 57 |
| Reach | 22 | 34 |
| Momentum | 34 | 38 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 5,180 | 159,650 |
| Forks | 605 | 23,667 |
| Public repos | 107 | 25 |
| Active repos (90d) | 22 | 12 |
| External contributors | 2 | 198 |
| Avg polish | 65 | 60 |
| Avg AI-readiness | 34 | 36 |