AstraZeneca vs Berri AI

AstraZeneca (Data and AI: Unlocking new science insights) and Berri AI (The fastest way to take your LLM app to production) both appear on the Smoower Developer Ecosystem Index.

Berri AI (rank #103) holds a modest lead over AstraZeneca (rank #510) on the overall Smoower ecosystem score (55 vs 37). The gap of 18 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 Berri AI. On education (docs, guides and learning material for developers), Berri AI is slightly ahead of AstraZeneca. On community (issue response, PR reviews and discussion health), Berri AI is clearly ahead of AstraZeneca. On reach (how visible the ecosystem is beyond its own repos), Berri AI is clearly ahead of AstraZeneca. On momentum (release cadence and how fast the ecosystem moves), Berri AI 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. Berri AI shows 53,652 stars across 55 public repos, 19 active in the last 90 days and 254 external contributors. The star gap on its own does not decide the comparison, but Berri AI's footprint is roughly 10.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

AstraZeneca is the stronger read for anyone weighting code quality. Berri AI 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.