# Crawl4AI vs Warren

> Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.

| | Crawl4AI | Warren |
|---|---|---|
| Score | 86/100 ✓ | 52/100 |
| Rank in category | #2 of 16 in Web Scraping | #87 of 209 in AI Agents |
| GitHub stars | 86 506 ✓ | 510 |
| Stars, last 30 days | +2 286 ✓ | +0 |
| Stable releases, 12 months | 9 | 10 ✓ |
| Latest release | v0.9.5 · 14 Oct 2026 ✓ | v0.19.3 · 7 Oct 2026 |
| Setup | Moderate ✓ | Advanced |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | MIT |
| Main language | Python | Typescript |

## Which one should you pick?

Crawl4AI scores 86/100 against 52/100 for Warren, so it is the safer default.

Warren ships more often: 10 stable releases in the past year, against 9 for Crawl4AI.

If you want the quickest setup, Crawl4AI is easier to run; Warren needs more configuration.

Crawl4AI is growing faster right now (+2 286 stars in 30 days).

## Details

- [Crawl4AI](https://selfhost.directory/project/crawl4ai) (markdown: https://selfhost.directory/project/crawl4ai.md)
- [Warren](https://selfhost.directory/project/warren) (markdown: https://selfhost.directory/project/warren.md)

---
Source: https://selfhost.directory/compare/crawl4ai-vs-warren