Cursor vs Fireworks.ai
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Cursor and Fireworks.ai both appear on the Smoower Developer Ecosystem Index.
Cursor and Fireworks.ai sit at essentially the same overall ecosystem score (40), which is unusual and worth reading through the pillars below.
On code quality (the state of repositories, tests, releases and polish), Fireworks.ai is ahead of Cursor. On education (docs, guides and learning material for developers), Fireworks.ai is ahead of Cursor. On reach (how visible the ecosystem is beyond its own repos), Cursor is clearly ahead of Fireworks.ai. On momentum (release cadence and how fast the ecosystem moves), Cursor is slightly ahead of Fireworks.ai.
Cursor carries 44,397 GitHub stars across 8 public repos, with 5 repositories active in the last 90 days and 41 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 Cursor's footprint is roughly 123.7x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Cursor is the stronger read for anyone weighting reach. Fireworks.ai looks better where education 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 | Cursor | Fireworks.ai |
|---|---|---|
| Ranking | ||
| Overall rank | #430 | #430 |
| Pillars | ||
| Overall | 40 | 40 |
| Code | 26 | 37 |
| Education | 46 | 58 |
| Community | 54 | 54 |
| Reach | 43 | 17 |
| Momentum | 34 | 32 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 44,397 | 359 |
| Forks | 3,777 | 119 |
| Public repos | 8 | 29 |
| Active repos (90d) | 5 | 19 |
| External contributors | 41 | 43 |
| Avg polish | 31 | 41 |
| Avg AI-readiness | 23 | 28 |