Web data API for AI
Firecrawl vs OpenAI
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Firecrawl (Web data API for AI) and OpenAI both appear on the Smoower Developer Ecosystem Index.
OpenAI (rank #30) holds a narrow lead over Firecrawl (rank #60) on the overall Smoower ecosystem score (65 vs 61). 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), OpenAI is slightly ahead of Firecrawl. On education (docs, guides and learning material for developers), Firecrawl is ahead of OpenAI. On community (issue response, PR reviews and discussion health), OpenAI is clearly ahead of Firecrawl. On reach (how visible the ecosystem is beyond its own repos), Firecrawl is slightly ahead of OpenAI. On momentum (release cadence and how fast the ecosystem moves), OpenAI is clearly ahead of Firecrawl.
Firecrawl carries 248,161 GitHub stars across 106 public repos, with 30 repositories active in the last 90 days and 196 external contributors on record. OpenAI shows 854,110 stars across 268 public repos, 47 active in the last 90 days and 427 external contributors. The star gap on its own does not decide the comparison, but OpenAI's footprint is roughly 3.4x larger, which usually shows up in downstream signals like inbound issues and third party integrations.
Firecrawl is the stronger read for anyone weighting education. OpenAI looks better where momentum 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 | Firecrawl | OpenAI |
|---|---|---|
| Ranking | ||
| Overall rank | #60 | #30 |
| Pillars | ||
| Overall | 61 | 65 |
| Code | 50 | 58 |
| Education | 85 | 70 |
| Community | 53 | 78 |
| Reach | 54 | 51 |
| Momentum | 39 | 74 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 248,161 | 854,110 |
| Forks | 20,762 | 138,638 |
| Public repos | 106 | 268 |
| Active repos (90d) | 30 | 47 |
| External contributors | 196 | 427 |
| Avg polish | 49 | 60 |
| Avg AI-readiness | 43 | 48 |