The fastest way to take your LLM app to production
AI sales engagement for email, LinkedIn, SMS & calls. Open APIs, SDKs, and MCP server for developers building on Reply. Builders of Jason, the AI SDR.
Berri AI vs Reply
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 Reply (AI sales engagement for email, LinkedIn, SMS & calls. Open APIs, SDKs, and MCP server for developers building on Reply. Builders of Jason, the AI SDR.) both appear on the Smoower Developer Ecosystem Index.
Berri AI (rank #103) holds a meaningful lead over Reply (rank #662) on the overall Smoower ecosystem score (55 vs 32). The gap of 23 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 Reply. On education (docs, guides and learning material for developers), Berri AI is slightly ahead of Reply. On community (issue response, PR reviews and discussion health), Berri AI is clearly ahead of Reply. On reach (how visible the ecosystem is beyond its own repos), Berri AI is clearly ahead of Reply.
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. Reply shows 0 stars across 3 public repos, 2 active in the last 90 days and 0 external contributors.
Berri AI is the stronger read for anyone weighting community. Reply makes more sense for teams already using its adjacent tools. 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 | Reply |
|---|---|---|
| Ranking | ||
| Overall rank | #103 | #662 |
| Pillars | ||
| Overall | 55 | 32 |
| Code | 44 | 34 |
| Education | 79 | 71 |
| Community | 51 | 5 |
| Reach | 43 | 12 |
| Momentum | 60 | 60 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 53,652 | 0 |
| Forks | 9,899 | 1 |
| Public repos | 55 | 3 |
| Active repos (90d) | 19 | 2 |
| External contributors | 254 | 0 |
| Avg polish | 45 | 38 |
| Avg AI-readiness | 38 | 30 |