# Crawl4AI vs UmlautAdaptarr

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

| | Crawl4AI | UmlautAdaptarr |
|---|---|---|
| Score | 86/100 ✓ | 40/100 |
| Rank in category | #2 of 16 in Web Scraping | #120 of 142 in Media Management |
| GitHub stars | 86 515 ✓ | 309 |
| Stars, last 30 days | +2 295 ✓ | +0 |
| Stable releases, 12 months | 9 ✓ | 3 |
| Latest release | v0.9.5 · 14 Oct 2026 ✓ | v0.7.6 · 5 Aug 2026 |
| Setup | Moderate | Moderate ✓ |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | — |
| Main language | Python | C |

## Which one should you pick?

Crawl4AI scores 86/100 against 40/100 for UmlautAdaptarr, so it is the safer default.

Crawl4AI ships more often: 9 stable releases in the past year, against 3 for UmlautAdaptarr.

Crawl4AI is growing faster right now (+2 295 stars in 30 days).

## Details

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

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