Empowering enterprises with private, powerful AI.
Cohere vs Snap Research
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Cohere (Empowering enterprises with private, powerful AI.) and Snap Research both appear on the Smoower Developer Ecosystem Index.
Cohere (rank #278) holds a narrow lead over Snap Research (rank #372) on the overall Smoower ecosystem score (46 vs 42). The gap of 4 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Cohere is ahead of Snap Research. On education (docs, guides and learning material for developers), Cohere is slightly ahead of Snap Research. On community (issue response, PR reviews and discussion health), Snap Research is ahead of Cohere. On reach (how visible the ecosystem is beyond its own repos), Cohere is clearly ahead of Snap Research. On momentum (release cadence and how fast the ecosystem moves), Cohere is ahead of Snap Research.
Cohere carries 6,555 GitHub stars across 62 public repos, with 17 repositories active in the last 90 days and 15 external contributors on record. Snap Research shows 11,224 stars across 101 public repos, 12 active in the last 90 days and 6 external contributors.
Cohere is the stronger read for anyone weighting reach. Snap Research looks better where community 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 | Cohere | Snap Research |
|---|---|---|
| Ranking | ||
| Overall rank | #278 | #372 |
| Pillars | ||
| Overall | 46 | 42 |
| Code | 56 | 37 |
| Education | 85 | 79 |
| Community | 49 | 60 |
| Reach | 46 | 0 |
| Momentum | 43 | 24 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 6,555 | 11,224 |
| Forks | 1,067 | 1,208 |
| Public repos | 62 | 101 |
| Active repos (90d) | 17 | 12 |
| External contributors | 15 | 6 |
| Avg polish | 59 | 48 |
| Avg AI-readiness | 36 | 24 |