Data and AI: Unlocking new science insights
AstraZeneca vs latticeHQ
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
AstraZeneca (Data and AI: Unlocking new science insights) and latticeHQ both appear on the Smoower Developer Ecosystem Index.
AstraZeneca (rank #510) holds a narrow lead over latticeHQ (rank #693) on the overall Smoower ecosystem score (37 vs 31). The gap of 6 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 latticeHQ. On education (docs, guides and learning material for developers), AstraZeneca is clearly ahead of latticeHQ. On community (issue response, PR reviews and discussion health), AstraZeneca is slightly ahead of latticeHQ. On momentum (release cadence and how fast the ecosystem moves), AstraZeneca is clearly ahead of latticeHQ.
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. latticeHQ shows 1 stars across 10 public repos, 1 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but AstraZeneca's footprint is roughly 5180.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
AstraZeneca is the stronger read for anyone weighting momentum. latticeHQ makes more sense for teams already using its adjacent tools. 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 | latticeHQ |
|---|---|---|
| Ranking | ||
| Overall rank | #510 | #693 |
| Pillars | ||
| Overall | 37 | 31 |
| Code | 57 | 43 |
| Education | 75 | 54 |
| Community | 25 | 19 |
| Reach | 22 | 22 |
| Momentum | 34 | 4 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 5,180 | 1 |
| Forks | 605 | 2 |
| Public repos | 107 | 10 |
| Active repos (90d) | 22 | 1 |
| External contributors | 2 | 1 |
| Avg polish | 65 | 48 |
| Avg AI-readiness | 34 | 39 |