Crawl4AI vs ScrapingBee
Crawl4AI is an Open source, while ScrapingBee is a Scraping API. Crawl4AI fits best for: Python developers who want a free, self-hosted crawler for RAG/agent pipelines and full control over the stack. ScrapingBee fits best for: Developers who want a predictable, easy scraping API that handles rendering and proxies without managing infrastructure.
| Crawl4AI | ScrapingBee | |
|---|---|---|
| Type | Open source | Scraping API |
| Starting price | $10/mo | $19/mo |
| Free tier | Library and self-hosting free (Apache-2.0); Crawl4AI Cloud includes 1,000 free credits/month (10 req/min) | 1,000 free API credits trial, no credit card |
| Pricing model | free/self-hosted; cloud uses credits | credits per successful request |
| AI extraction | ||
| Structured JSON | ||
| JS rendering | ||
| Proxies / anti-bot | ||
| API | ||
| No-code UI | ||
| Open source | ||
| MCP server | ||
| Best for | Python developers who want a free, self-hosted crawler for RAG/agent pipelines and full control over the stack. | Developers who want a predictable, easy scraping API that handles rendering and proxies without managing infrastructure. |
| Visit Crawl4AI | Visit ScrapingBee |
Why choose Crawl4AI
- LLM extraction via any LiteLLM provider, plus CSS/XPath/regex
- Clean and 'fit' markdown output
- Playwright browser control, stealth, sessions, proxies
- Deep crawling strategies (BFS/DFS/best-first)
Watch out for
- You run and maintain the browsers and proxies yourself
- No built-in residential proxy network or managed unblocking
- LLM extraction costs depend on your own model provider
Why choose ScrapingBee
- Headless Chrome rendering with JS scenarios
- Rotating and premium/stealth proxies
- AI extraction via natural-language ai_query
- CSS/XPath extract rules to JSON
Watch out for
- JS rendering is on by default and costs 5x a plain request
- Premium/stealth proxies multiply credit costs quickly
- Hobby plan has low credits once JS + premium proxy are used
Our product
Only need structured JSON from pages?
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