Building enterprise search systems powered by latest NLP & open-source.
deepset vs Ultimate.
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
deepset (Building enterprise search systems powered by latest NLP & open-source.) and Ultimate. both appear on the Smoower Developer Ecosystem Index.
deepset (rank #122) holds a meaningful lead over Ultimate. (rank #996) on the overall Smoower ecosystem score (54 vs 19). The gap of 35 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), deepset is ahead of Ultimate.. On education (docs, guides and learning material for developers), deepset is clearly ahead of Ultimate.. On community (issue response, PR reviews and discussion health), deepset is clearly ahead of Ultimate.. On reach (how visible the ecosystem is beyond its own repos), deepset is clearly ahead of Ultimate.. On momentum (release cadence and how fast the ecosystem moves), deepset is clearly ahead of Ultimate..
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. Ultimate. shows 4 stars across 25 public repos, 0 active in the last 90 days and 0 external contributors. The star gap on its own does not decide the comparison, but deepset's footprint is roughly 7535.3x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
deepset is the stronger read for anyone weighting community. Ultimate. 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 | deepset | Ultimate. |
|---|---|---|
| Ranking | ||
| Overall rank | #122 | #996 |
| Pillars | ||
| Overall | 54 | 19 |
| Code | 56 | 37 |
| Education | 74 | 41 |
| Community | 53 | 6 |
| Reach | 49 | 15 |
| Momentum | 31 | 0 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 30,141 | 4 |
| Forks | 4,301 | 27 |
| Public repos | 74 | 25 |
| Active repos (90d) | 17 | 0 |
| External contributors | 171 | 0 |
| Avg polish | 63 | 38 |
| Avg AI-readiness | 39 | 26 |