Guild AI vs Ultimate.

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

Guild AI (rank #763) holds a modest lead over Ultimate. (rank #996) on the overall Smoower ecosystem score (29 vs 19). The gap of 10 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Ultimate. is slightly ahead of Guild AI. On education (docs, guides and learning material for developers), Guild AI is clearly ahead of Ultimate.. On community (issue response, PR reviews and discussion health), Guild AI is clearly ahead of Ultimate.. On reach (how visible the ecosystem is beyond its own repos), Ultimate. is slightly 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. Ultimate. shows 4 stars across 25 public repos, 0 active in the last 90 days and 0 external contributors. The star gap on its own does not decide the comparison, but Guild AI's footprint is roughly 250.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Guild AI is the stronger read for anyone weighting community. Ultimate. 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.