Developer ecosystem comparison
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Berri AI vs kakao

Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.

Berri AI (The fastest way to take your LLM app to production) and kakao both appear on the Smoower Developer Ecosystem Index.

Berri AI (rank #103) holds a narrow lead over kakao (rank #257) on the overall Smoower ecosystem score (55 vs 47). The gap of 8 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), kakao is ahead of Berri AI. On education (docs, guides and learning material for developers), Berri AI is clearly ahead of kakao. On reach (how visible the ecosystem is beyond its own repos), Berri AI is ahead of kakao. On momentum (release cadence and how fast the ecosystem moves), Berri AI is slightly ahead of kakao.

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. kakao shows 6,073 stars across 71 public repos, 12 active in the last 90 days and 8 external contributors. The star gap on its own does not decide the comparison, but Berri AI's footprint is roughly 8.8x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Berri AI is the stronger read for anyone weighting education. kakao looks better where code quality 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.

Side-by-side metrics

MetricBerri AIkakao
Ranking
Overall rank#103#257
Pillars
Overall5547
Code4456
Education7944
Community5151
Reach4332
Momentum6052
Builder experience00
Signals
Stars53,6526,073
Forks9,8991,153
Public repos5571
Active repos (90d)1912
External contributors2548
Avg polish4561
Avg AI-readiness3829

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