Web data API for AI
Firecrawl vs Vercel Labs
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Firecrawl (Web data API for AI) and Vercel Labs (Develop. Preview. Ship. Creators of Next.js.) both appear on the Smoower Developer Ecosystem Index.
Vercel Labs (rank #14) holds a modest lead over Firecrawl (rank #122) on the overall Smoower ecosystem score (67 vs 54). The gap of 13 points reflects composite signals across code, docs, community and reach.
On code quality (the state of repositories, tests, releases and polish), Vercel Labs is ahead of Firecrawl. On education (docs, guides and learning material for developers), Firecrawl is ahead of Vercel Labs. On community (issue response, PR reviews and discussion health), Firecrawl is slightly ahead of Vercel Labs. On reach (how visible the ecosystem is beyond its own repos), Vercel Labs is clearly ahead of Firecrawl. On momentum (release cadence and how fast the ecosystem moves), Vercel Labs is clearly ahead of Firecrawl.
Firecrawl carries 199,181 GitHub stars across 101 public repos, with 28 repositories active in the last 90 days and 130 external contributors on record. Vercel Labs shows 177,353 stars across 318 public repos, 72 active in the last 90 days and 520 external contributors.
Firecrawl is the stronger read for anyone weighting education. Vercel Labs 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 | Vercel Labs |
|---|---|---|
| Ranking | ||
| Overall rank | #122 | #14 |
| Pillars | ||
| Overall | 54 | 67 |
| Code | 48 | 62 |
| Education | 87 | 74 |
| Community | 52 | 47 |
| Reach | 27 | 49 |
| Momentum | 37 | 80 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 199,181 | 177,353 |
| Forks | 17,907 | 14,215 |
| Public repos | 101 | 318 |
| Active repos (90d) | 28 | 72 |
| External contributors | 130 | 520 |
| Avg polish | 48 | 53 |
| Avg AI-readiness | 39 | 69 |