Berri AI vs Replicate

Berri AI (The fastest way to take your LLM app to production) and Replicate (Run AI with an API) both appear on the Smoower Developer Ecosystem Index.

Berri AI (rank #103) holds a narrow lead over Replicate (rank #189) on the overall Smoower ecosystem score (55 vs 50). 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), Replicate is ahead of Berri AI. On education (docs, guides and learning material for developers), Berri AI is slightly ahead of Replicate. On community (issue response, PR reviews and discussion health), Berri AI is slightly ahead of Replicate. On reach (how visible the ecosystem is beyond its own repos), Replicate is clearly ahead of Berri AI. On momentum (release cadence and how fast the ecosystem moves), Berri AI is clearly ahead of Replicate.

Berri AI carries 53,652 GitHub stars across 55 public repos, with 19 repositories active in the last 90 days and 254 external contributors on record. Replicate shows 25,062 stars across 169 public repos, 10 active in the last 90 days and 12 external contributors.

Berri AI is the stronger read for anyone weighting momentum. Replicate 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.