Guild AI vs Snap Research

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

Snap Research (rank #372) holds a modest lead over Guild AI (rank #763) on the overall Smoower ecosystem score (42 vs 29). The gap of 13 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Snap Research is slightly ahead of Guild AI. On education (docs, guides and learning material for developers), Snap Research is ahead of Guild AI. On community (issue response, PR reviews and discussion health), Snap Research is clearly ahead of Guild AI. On reach (how visible the ecosystem is beyond its own repos), Guild AI is ahead of Snap Research. On momentum (release cadence and how fast the ecosystem moves), Snap Research is clearly 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. Snap Research shows 11,224 stars across 101 public repos, 12 active in the last 90 days and 6 external contributors. The star gap on its own does not decide the comparison, but Snap Research's footprint is roughly 11.2x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Guild AI is the stronger read for anyone weighting reach. Snap Research 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.