Fireworks.ai vs litellm

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

Fireworks.ai (rank #430) holds a meaningful lead over litellm (rank #1114) on the overall Smoower ecosystem score (40 vs 7). The gap of 33 points reflects composite signals across code, docs, community and reach.

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

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. litellm shows 0 stars across 0 public repos, 0 active in the last 90 days and 0 external contributors.

Fireworks.ai is the stronger read for anyone weighting education. litellm 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.