Crawl4AI vs Firecrawl
Side-by-side comparison built from DeepYard's structured catalog. Content updated Aug 21, 2026.
Direct Answer
Crawl4AI suits teams needing open-source access, crawler focus, and 79,014 GitHub stars in current listing data. Firecrawl suits teams needing freemium free tier, api focus, and 170,656 GitHub stars in current listing data. This summary reflects catalog metadata only for decision support, not independent testing.
What this comparison weighs
- Pricing and free-tier availability
- License model and deployment fit
- GitHub adoption and contributor depth
- Catalog tags, integrations, and supported workflows
| Metric | Crawl4AI | Firecrawl |
|---|---|---|
| GitHub Stars | 79.0K | 170.7K |
| Contributors | 82 | 162 |
| Last Commit | Aug 20, 2026 | Aug 22, 2026 |
| Open Issues | 167 | 546 |
| License | open-source | open-source |
| Pricing | open-source | freemium |
| Free Tier | Yes | Yes |
| Category | dev-tools | dev-tools |
| Trending | No | No |
Choose Crawl4AI if you need
- • Crawl4AI stands out for Crawler workflows that are not listed for Firecrawl.
- • Crawl4AI is the cleaner fit if you specifically need Crawler workflows from the catalog tags.
Choose Firecrawl if you need
- • Firecrawl stands out for Api workflows that are not listed for Crawl4AI.
- • Firecrawl is the stronger pick when Crewai matters because that capability is listed only on its profile.
- • Firecrawl shows broader GitHub adoption with 170,656 stars versus 79,014 for Crawl4AI.
Meaningful differences
- • Pricing model: Crawl4AI is listed as open-source, while Firecrawl is listed as freemium.
- • Workflow emphasis: Crawl4AI highlights Crawler, while Firecrawl highlights Api.
- • GitHub adoption: Crawl4AI shows 79,014 stars versus 170,656 for Firecrawl.
- • Contributor count: Crawl4AI lists 82 contributors and Firecrawl lists 162.
Shared capabilities
- • Web Scraping
- • Rag
- • Markdown
- • Python
- • Open Source
Shared Tags
Only in Crawl4AI
Only in Firecrawl
Limitations and evidence
- • DeepYard compares structured public metadata; this is not an independent benchmark unless a test record is shown.
- • Signals such as stars, contributors, and last commit indicate public activity, not purchase fit or runtime quality.
- • Pricing and feature coverage reflect the stored listing snapshot and may lag vendor changes between refreshes.
Source links
About Crawl4AI
Crawl4AI is a free, open-source web crawling and scraping tool optimized for LLMs. Handles JavaScript rendering, generates clean markdown, supports structured data extraction with LLMs, and runs 6x faster than alternatives. Features multi-URL crawling, session management, proxy support, and custom hooks. Fully local with no API keys required.
View full listingAbout Firecrawl
Firecrawl is a web scraping API that turns entire websites into clean, LLM-ready markdown or structured data. Handles JavaScript rendering, anti-bot bypassing, sitemaps, and recursive crawling. Provides scrape (single URL), crawl (entire site), map (discover URLs), and extract (structured data) endpoints. Essential infrastructure for RAG pipelines and AI agents that need web data.
View full listing