Data and AI: Unlocking new science insights
AstraZeneca vs Marqo
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
AstraZeneca (Data and AI: Unlocking new science insights) and Marqo (Tensor search for humans.) both appear on the Smoower Developer Ecosystem Index.
Marqo (rank #430) holds a narrow lead over AstraZeneca (rank #510) on the overall Smoower ecosystem score (40 vs 37). The gap of 3 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 Marqo. On education (docs, guides and learning material for developers), AstraZeneca is ahead of Marqo. On community (issue response, PR reviews and discussion health), Marqo is ahead of AstraZeneca. On reach (how visible the ecosystem is beyond its own repos), Marqo is ahead of AstraZeneca. On momentum (release cadence and how fast the ecosystem moves), Marqo 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. Marqo shows 5,394 stars across 28 public repos, 14 active in the last 90 days and 4 external contributors.
AstraZeneca is the stronger read for anyone weighting code quality. Marqo 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 | Marqo |
|---|---|---|
| Ranking | ||
| Overall rank | #510 | #430 |
| Pillars | ||
| Overall | 37 | 40 |
| Code | 57 | 41 |
| Education | 75 | 61 |
| Community | 25 | 39 |
| Reach | 22 | 36 |
| Momentum | 34 | 40 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 5,180 | 5,394 |
| Forks | 605 | 273 |
| Public repos | 107 | 28 |
| Active repos (90d) | 22 | 14 |
| External contributors | 2 | 4 |
| Avg polish | 65 | 45 |
| Avg AI-readiness | 34 | 35 |