AstraZeneca vs FlowiseAI

AstraZeneca (Data and AI: Unlocking new science insights) and FlowiseAI (Build AI Agents, Visually) both appear on the Smoower Developer Ecosystem Index.

FlowiseAI (rank #237) holds a modest lead over AstraZeneca (rank #510) on the overall Smoower ecosystem score (48 vs 37). The gap of 11 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 FlowiseAI. On community (issue response, PR reviews and discussion health), FlowiseAI is clearly ahead of AstraZeneca. On reach (how visible the ecosystem is beyond its own repos), FlowiseAI is clearly ahead of AstraZeneca. On momentum (release cadence and how fast the ecosystem moves), AstraZeneca is slightly ahead of FlowiseAI.

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. FlowiseAI shows 55,407 stars across 15 public repos, 6 active in the last 90 days and 149 external contributors. The star gap on its own does not decide the comparison, but FlowiseAI's footprint is roughly 10.7x 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. FlowiseAI 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.