Run AI with an API
Replicate vs Sardine
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Replicate (Run AI with an API) and Sardine both appear on the Smoower Developer Ecosystem Index.
Replicate (rank #190) holds a modest lead over Sardine (rank #569) on the overall Smoower ecosystem score (50 vs 35). The gap of 15 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 Sardine. On education (docs, guides and learning material for developers), Replicate is slightly ahead of Sardine. On community (issue response, PR reviews and discussion health), Replicate is clearly ahead of Sardine. On reach (how visible the ecosystem is beyond its own repos), Replicate is clearly ahead of Sardine. On momentum (release cadence and how fast the ecosystem moves), Replicate is clearly ahead of Sardine.
Replicate carries 25,062 GitHub stars across 169 public repos, with 10 repositories active in the last 90 days and 12 external contributors on record. Sardine shows 19 stars across 55 public repos, 5 active in the last 90 days and 5 external contributors. The star gap on its own does not decide the comparison, but Replicate's footprint is roughly 1319.1x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Replicate is the stronger read for anyone weighting reach. Sardine 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 | Replicate | Sardine |
|---|---|---|
| Ranking | ||
| Overall rank | #190 | #569 |
| Pillars | ||
| Overall | 50 | 35 |
| Code | 55 | 36 |
| Education | 72 | 66 |
| Community | 48 | 25 |
| Reach | 74 | 44 |
| Momentum | 31 | 9 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 25,062 | 19 |
| Forks | 4,596 | 8 |
| Public repos | 169 | 55 |
| Active repos (90d) | 10 | 5 |
| External contributors | 12 | 5 |
| Avg polish | 60 | 34 |
| Avg AI-readiness | 33 | 31 |