Data and AI: Unlocking new science insights
AstraZeneca vs ServiceNow
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
AstraZeneca (Data and AI: Unlocking new science insights) and ServiceNow (Works for you™) both appear on the Smoower Developer Ecosystem Index.
ServiceNow (rank #257) holds a modest lead over AstraZeneca (rank #510) on the overall Smoower ecosystem score (47 vs 37). The gap of 10 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 ServiceNow. On education (docs, guides and learning material for developers), AstraZeneca is ahead of ServiceNow. On community (issue response, PR reviews and discussion health), ServiceNow is clearly ahead of AstraZeneca. On reach (how visible the ecosystem is beyond its own repos), ServiceNow is clearly ahead of AstraZeneca. On momentum (release cadence and how fast the ecosystem moves), ServiceNow 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. ServiceNow shows 7,846 stars across 271 public repos, 29 active in the last 90 days and 7 external contributors.
AstraZeneca is the stronger read for anyone weighting education. ServiceNow 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 | ServiceNow |
|---|---|---|
| Ranking | ||
| Overall rank | #510 | #257 |
| Pillars | ||
| Overall | 37 | 47 |
| Code | 57 | 54 |
| Education | 75 | 56 |
| Community | 25 | 64 |
| Reach | 22 | 51 |
| Momentum | 34 | 38 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 5,180 | 7,846 |
| Forks | 605 | 19,671 |
| Public repos | 107 | 271 |
| Active repos (90d) | 22 | 29 |
| External contributors | 2 | 7 |
| Avg polish | 65 | 54 |
| Avg AI-readiness | 34 | 43 |