Fireworks.ai vs Writer
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Fireworks.ai and Writer (Generative AI built for your business) both appear on the Smoower Developer Ecosystem Index.
Writer (rank #298) holds a narrow lead over Fireworks.ai (rank #430) on the overall Smoower ecosystem score (45 vs 40). The gap of 5 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Writer is ahead of Fireworks.ai. On education (docs, guides and learning material for developers), Writer is ahead of Fireworks.ai. On community (issue response, PR reviews and discussion health), Fireworks.ai is ahead of Writer. On reach (how visible the ecosystem is beyond its own repos), Fireworks.ai is slightly ahead of Writer. On momentum (release cadence and how fast the ecosystem moves), Writer is ahead of Fireworks.ai.
Fireworks.ai carries 359 GitHub stars across 29 public repos, with 19 repositories active in the last 90 days and 43 external contributors on record. Writer shows 1,801 stars across 34 public repos, 8 active in the last 90 days and 6 external contributors. The star gap on its own does not decide the comparison, but Writer's footprint is roughly 5.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Fireworks.ai is the stronger read for anyone weighting community. Writer 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 | Fireworks.ai | Writer |
|---|---|---|
| Ranking | ||
| Overall rank | #430 | #298 |
| Pillars | ||
| Overall | 40 | 45 |
| Code | 37 | 47 |
| Education | 58 | 74 |
| Community | 54 | 42 |
| Reach | 17 | 16 |
| Momentum | 32 | 44 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 359 | 1,801 |
| Forks | 119 | 169 |
| Public repos | 29 | 34 |
| Active repos (90d) | 19 | 8 |
| External contributors | 43 | 6 |
| Avg polish | 41 | 53 |
| Avg AI-readiness | 28 | 38 |