Anthropic vs AstraZeneca

Anthropic and AstraZeneca (Data and AI: Unlocking new science insights) both appear on the Smoower Developer Ecosystem Index.

Anthropic (rank #44) holds a meaningful lead over AstraZeneca (rank #455) on the overall Smoower ecosystem score (63 vs 40). The gap of 23 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 Anthropic. On education (docs, guides and learning material for developers), Anthropic is slightly ahead of AstraZeneca. On community (issue response, PR reviews and discussion health), Anthropic is clearly ahead of AstraZeneca. On reach (how visible the ecosystem is beyond its own repos), AstraZeneca is slightly ahead of Anthropic. On momentum (release cadence and how fast the ecosystem moves), Anthropic is ahead of AstraZeneca.

Anthropic carries 609,852 GitHub stars across 99 public repos, with 48 repositories active in the last 90 days and 722 external contributors on record. AstraZeneca shows 5,197 stars across 110 public repos, 18 active in the last 90 days and 2 external contributors. The star gap on its own does not decide the comparison, but Anthropic's footprint is roughly 117.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Anthropic is the stronger read for anyone weighting community. AstraZeneca looks better where code quality 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.