Data and AI: Unlocking new science insights
AstraZeneca vs Ollama
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
AstraZeneca (Data and AI: Unlocking new science insights) and Ollama both appear on the Smoower Developer Ecosystem Index.
Ollama (rank #122) holds a modest lead over AstraZeneca (rank #510) on the overall Smoower ecosystem score (54 vs 37). The gap of 17 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Ollama is slightly ahead of AstraZeneca. On community (issue response, PR reviews and discussion health), Ollama is clearly ahead of AstraZeneca. On reach (how visible the ecosystem is beyond its own repos), Ollama is clearly ahead of AstraZeneca. On momentum (release cadence and how fast the ecosystem moves), Ollama is clearly 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. Ollama shows 190,304 stars across 4 public repos, 3 active in the last 90 days and 241 external contributors. The star gap on its own does not decide the comparison, but Ollama's footprint is roughly 36.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
AstraZeneca is worth a look for teams already invested in its stack. Ollama looks better where reach 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 | Ollama |
|---|---|---|
| Ranking | ||
| Overall rank | #510 | #122 |
| Pillars | ||
| Overall | 37 | 54 |
| Code | 57 | 62 |
| Education | 75 | 75 |
| Community | 25 | 46 |
| Reach | 22 | 56 |
| Momentum | 34 | 56 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 5,180 | 190,304 |
| Forks | 605 | 18,456 |
| Public repos | 107 | 4 |
| Active repos (90d) | 22 | 3 |
| External contributors | 2 | 241 |
| Avg polish | 65 | 60 |
| Avg AI-readiness | 34 | 54 |