Web data API for AI
Firecrawl vs Hugging Face
Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.
Firecrawl (Web data API for AI) and Hugging Face (The AI community building the future.) both appear on the Smoower Developer Ecosystem Index.
Hugging Face (rank #3) holds a modest lead over Firecrawl (rank #60) on the overall Smoower ecosystem score (75 vs 61). 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), Hugging Face is clearly ahead of Firecrawl. On education (docs, guides and learning material for developers), Firecrawl is slightly ahead of Hugging Face. On community (issue response, PR reviews and discussion health), Hugging Face is clearly ahead of Firecrawl. On reach (how visible the ecosystem is beyond its own repos), Hugging Face is slightly ahead of Firecrawl. On momentum (release cadence and how fast the ecosystem moves), Hugging Face 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. Hugging Face shows 654,206 stars across 467 public repos, 84 active in the last 90 days and 879 external contributors.
Firecrawl is the stronger read for anyone weighting education. Hugging Face 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 | Hugging Face |
|---|---|---|
| Ranking | ||
| Overall rank | #60 | #3 |
| Pillars | ||
| Overall | 61 | 75 |
| Code | 50 | 74 |
| Education | 85 | 79 |
| Community | 53 | 85 |
| Reach | 54 | 61 |
| Momentum | 39 | 82 |
| Builder experience | 0 | 0 |
| Signals | ||
| Stars | 248,161 | 654,206 |
| Forks | 20,762 | 102,659 |
| Public repos | 106 | 467 |
| Active repos (90d) | 30 | 84 |
| External contributors | 196 | 879 |
| Avg polish | 49 | 72 |
| Avg AI-readiness | 43 | 64 |