Fireworks.ai vs Guild AI

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

Fireworks.ai (rank #430) holds a modest lead over Guild AI (rank #763) on the overall Smoower ecosystem score (40 vs 29). 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), Fireworks.ai is slightly ahead of Guild AI. On education (docs, guides and learning material for developers), Guild AI is slightly ahead of Fireworks.ai. On community (issue response, PR reviews and discussion health), Fireworks.ai is clearly ahead of Guild AI. On reach (how visible the ecosystem is beyond its own repos), Fireworks.ai is slightly ahead of Guild AI. On momentum (release cadence and how fast the ecosystem moves), Fireworks.ai is clearly ahead of Guild AI.

Fireworks.ai carries 359 GitHub stars across 29 public repos, with 19 repositories active in the last 90 days and 43 external contributors on record. Guild AI shows 1,003 stars across 29 public repos, 0 active in the last 90 days and 1 external contributors.

Fireworks.ai is the stronger read for anyone weighting momentum. Guild AI looks better where education 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.