The fastest way to take your LLM app to production
Berri AI vs Qodo
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 Qodo both appear on the Smoower Developer Ecosystem Index.
Berri AI (rank #103) holds a modest lead over Qodo (rank #401) on the overall Smoower ecosystem score (55 vs 41). The gap of 14 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Berri AI is ahead of Qodo. On education (docs, guides and learning material for developers), Berri AI is slightly ahead of Qodo. On community (issue response, PR reviews and discussion health), Berri AI is ahead of Qodo. On reach (how visible the ecosystem is beyond its own repos), Qodo is slightly ahead of Berri AI. On momentum (release cadence and how fast the ecosystem moves), Berri AI is clearly ahead of Qodo.
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. Qodo shows 4,512 stars across 23 public repos, 2 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but Berri AI's footprint is roughly 11.9x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Berri AI is the stronger read for anyone weighting momentum. Qodo 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.
Side-by-side metrics
| Metric | Berri AI | Qodo |
|---|---|---|
| Ranking | ||
| Overall rank | #103 | #401 |
| Pillars | ||
| Overall | 55 | 41 |
| Code | 44 | 31 |
| Education | 79 | 71 |
| Community | 51 | 39 |
| Reach | 43 | 47 |
| Momentum | 60 | 32 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 53,652 | 4,512 |
| Forks | 9,899 | 407 |
| Public repos | 55 | 23 |
| Active repos (90d) | 19 | 2 |
| External contributors | 254 | 1 |
| Avg polish | 45 | 28 |
| Avg AI-readiness | 38 | 28 |