Data and AI: Unlocking new science insights
AstraZeneca vs Snap Research
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
AstraZeneca (Data and AI: Unlocking new science insights) and Snap Research both appear on the Smoower Developer Ecosystem Index.
Snap Research (rank #372) holds a narrow lead over AstraZeneca (rank #510) on the overall Smoower ecosystem score (42 vs 37). The gap of 5 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), AstraZeneca is ahead of Snap Research. On education (docs, guides and learning material for developers), Snap Research is slightly ahead of AstraZeneca. On community (issue response, PR reviews and discussion health), Snap Research is clearly ahead of AstraZeneca. On reach (how visible the ecosystem is beyond its own repos), AstraZeneca is clearly ahead of Snap Research. On momentum (release cadence and how fast the ecosystem moves), AstraZeneca is ahead of Snap Research.
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. Snap Research shows 11,224 stars across 101 public repos, 12 active in the last 90 days and 6 external contributors.
AstraZeneca 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 | AstraZeneca | Snap Research |
|---|---|---|
| Ranking | ||
| Overall rank | #510 | #372 |
| Pillars | ||
| Overall | 37 | 42 |
| Code | 57 | 37 |
| Education | 75 | 79 |
| Community | 25 | 60 |
| Reach | 22 | 0 |
| Momentum | 34 | 24 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 5,180 | 11,224 |
| Forks | 605 | 1,208 |
| Public repos | 107 | 101 |
| Active repos (90d) | 22 | 12 |
| External contributors | 2 | 6 |
| Avg polish | 65 | 48 |
| Avg AI-readiness | 34 | 24 |