Building enterprise search systems powered by latest NLP & open-source.
deepset vs Replicate
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
deepset (Building enterprise search systems powered by latest NLP & open-source.) and Replicate (Run AI with an API) both appear on the Smoower Developer Ecosystem Index.
deepset (rank #122) holds a narrow lead over Replicate (rank #189) on the overall Smoower ecosystem score (54 vs 50). 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), deepset is slightly ahead of Replicate. On education (docs, guides and learning material for developers), deepset is slightly ahead of Replicate. On community (issue response, PR reviews and discussion health), deepset is slightly ahead of Replicate. On reach (how visible the ecosystem is beyond its own repos), Replicate is clearly ahead of deepset.
deepset carries 30,141 GitHub stars across 74 public repos, with 17 repositories active in the last 90 days and 171 external contributors on record. Replicate shows 25,062 stars across 169 public repos, 10 active in the last 90 days and 12 external contributors.
deepset is the stronger read for anyone weighting community. Replicate 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 | deepset | Replicate |
|---|---|---|
| Ranking | ||
| Overall rank | #122 | #189 |
| Pillars | ||
| Overall | 54 | 50 |
| Code | 56 | 55 |
| Education | 74 | 72 |
| Community | 53 | 48 |
| Reach | 49 | 74 |
| Momentum | 31 | 31 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 30,141 | 25,062 |
| Forks | 4,301 | 4,596 |
| Public repos | 74 | 169 |
| Active repos (90d) | 17 | 10 |
| External contributors | 171 | 12 |
| Avg polish | 63 | 60 |
| Avg AI-readiness | 39 | 33 |