Guild AI vs Johnson & Johnson

Guild AI and Johnson & Johnson both appear on the Smoower Developer Ecosystem Index.

Johnson & Johnson (rank #602) holds a narrow lead over Guild AI (rank #763) on the overall Smoower ecosystem score (34 vs 29). The gap of 5 points reflects composite signals across code, docs, community and reach.

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

Guild AI carries 1,003 GitHub stars across 29 public repos, with 0 repositories active in the last 90 days and 1 external contributors on record. Johnson & Johnson shows 168 stars across 48 public repos, 8 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but Guild AI's footprint is roughly 6.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Guild AI is the stronger read for anyone weighting education. Johnson & Johnson 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.