Data and AI: Unlocking new science insights
AstraZeneca vs OpenAI
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
AstraZeneca (Data and AI: Unlocking new science insights) and OpenAI both appear on the Smoower Developer Ecosystem Index.
OpenAI (rank #30) holds a meaningful lead over AstraZeneca (rank #532) on the overall Smoower ecosystem score (65 vs 37). The gap of 28 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), OpenAI is slightly ahead of AstraZeneca. On education (docs, guides and learning material for developers), AstraZeneca is slightly ahead of OpenAI. On community (issue response, PR reviews and discussion health), OpenAI is clearly ahead of AstraZeneca. On reach (how visible the ecosystem is beyond its own repos), OpenAI is clearly ahead of AstraZeneca. On momentum (release cadence and how fast the ecosystem moves), OpenAI is clearly ahead of AstraZeneca.
AstraZeneca carries 5,191 GitHub stars across 110 public repos, with 18 repositories active in the last 90 days and 2 external contributors on record. OpenAI shows 854,110 stars across 268 public repos, 47 active in the last 90 days and 427 external contributors. The star gap on its own does not decide the comparison, but OpenAI's footprint is roughly 164.5x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
AstraZeneca is the stronger read for anyone weighting education. OpenAI 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 | OpenAI |
|---|---|---|
| Ranking | ||
| Overall rank | #532 | #30 |
| Pillars | ||
| Overall | 37 | 65 |
| Code | 57 | 58 |
| Education | 75 | 70 |
| Community | 27 | 78 |
| Reach | 24 | 51 |
| Momentum | 31 | 74 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 5,191 | 854,110 |
| Forks | 599 | 138,638 |
| Public repos | 110 | 268 |
| Active repos (90d) | 18 | 47 |
| External contributors | 2 | 427 |
| Avg polish | 65 | 60 |
| Avg AI-readiness | 34 | 48 |