Building enterprise search systems powered by latest NLP & open-source.
deepset vs Fireworks.ai
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
deepset (Building enterprise search systems powered by latest NLP & open-source.) and Fireworks.ai both appear on the Smoower Developer Ecosystem Index.
deepset (rank #122) holds a modest lead over Fireworks.ai (rank #430) on the overall Smoower ecosystem score (54 vs 40). The gap of 14 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 Fireworks.ai. On education (docs, guides and learning material for developers), deepset is ahead of Fireworks.ai. On community (issue response, PR reviews and discussion health), Fireworks.ai is slightly ahead of deepset. On reach (how visible the ecosystem is beyond its own repos), deepset is clearly ahead of Fireworks.ai. On momentum (release cadence and how fast the ecosystem moves), Fireworks.ai is slightly 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. Fireworks.ai shows 359 stars across 29 public repos, 19 active in the last 90 days and 43 external contributors. The star gap on its own does not decide the comparison, but deepset's footprint is roughly 84.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
deepset is the stronger read for anyone weighting reach. Fireworks.ai 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 | deepset | Fireworks.ai |
|---|---|---|
| Ranking | ||
| Overall rank | #122 | #430 |
| Pillars | ||
| Overall | 54 | 40 |
| Code | 56 | 37 |
| Education | 74 | 58 |
| Community | 53 | 54 |
| Reach | 49 | 17 |
| Momentum | 31 | 32 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 30,141 | 359 |
| Forks | 4,301 | 119 |
| Public repos | 74 | 29 |
| Active repos (90d) | 17 | 19 |
| External contributors | 171 | 43 |
| Avg polish | 63 | 41 |
| Avg AI-readiness | 39 | 28 |