AstraZeneca vs Jina AI

AstraZeneca (Data and AI: Unlocking new science insights) and Jina AI (Your Search Foundation, Supercharged! (acquired by @elastic 2025/10)) both appear on the Smoower Developer Ecosystem Index.

Jina AI (rank #189) holds a modest lead over AstraZeneca (rank #510) on the overall Smoower ecosystem score (50 vs 37). The gap of 13 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Jina AI is slightly ahead of AstraZeneca. On education (docs, guides and learning material for developers), AstraZeneca is ahead of Jina AI. On community (issue response, PR reviews and discussion health), Jina AI is ahead of AstraZeneca. On reach (how visible the ecosystem is beyond its own repos), Jina AI is clearly ahead of AstraZeneca. On momentum (release cadence and how fast the ecosystem moves), AstraZeneca is slightly ahead of Jina AI.

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. Jina AI shows 72,580 stars across 266 public repos, 13 active in the last 90 days and 8 external contributors. The star gap on its own does not decide the comparison, but Jina AI's footprint is roughly 14.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

AstraZeneca is the stronger read for anyone weighting education. Jina AI 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.