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AI Tool Comparison
Apify vs Crawl4AI
A side-by-side breakdown to help you pick the right tool for your workflow.
Apify
Pull structured data from any website using 30,000+ ready-made scrapers and managed proxies, without running your own servers. Now has an MCP server so agents can invoke Actors directly.
Automation
freemium
Crawl4AI
Turn web pages into clean, LLM-ready Markdown for RAG pipelines and agents with the most-starred open-source crawler in its category, free and self-hostable.
Developer Tools
free
Bottom Line
Apify edges ahead on rating (4.6 vs 4.5), but the right pick still comes down to which workflow you're running.
Choose Apify if…
Automation
Choose Crawl4AI if…
Developer Tools
| Attribute | Apify | Crawl4AI |
|---|---|---|
| Category | Automation | Developer Tools |
| Pricing | freemium | free |
| Pricing Detail | Free ($5 credits) / $29/mo Starter / $199/mo Scale | Free and open source (Apache 2.0) |
| Rating |
Key Features
Apify
- 2,000+ pre-built scrapers (Actors)
- AI web scraping from natural language
- Proxy management
- Scheduled runs
- API and webhooks
Crawl4AI
- LLM-ready markdown output
- Async high-speed crawling
- Structured data extraction
- Browser automation
Pros
Apify
- •Largest library of pre-built scrapers anywhere
- •AI can scrape any site without code
- •Reliable proxy rotation
- •Excellent for large-scale data collection
Crawl4AI
- •Purpose-built for AI
- •Fast and free
- •Clean output
Cons
Apify
- Can get expensive for high usage
- Some sites actively block scraping
- Setup complexity for custom scrapers
Crawl4AI
- Self-managed infrastructure
- Anti-bot sites still tricky