# Crawl4AI vs uMap

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

| | Crawl4AI | uMap |
|---|---|---|
| Score | 87/100 ✓ | 64/100 |
| Rank in category | #2 of 16 in Web Scraping | #3 of 9 in Mapping & GPS |
| GitHub stars | 86 470 ✓ | 1 628 |
| Stars, last 30 days | +2 300 ✓ | +25 |
| Stable releases, 12 months | 9 | 12 ✓ |
| Latest release | v0.9.5 · 14 Oct 2026 ✓ | 3.8.1 · 19 Aug 2026 |
| Setup | Moderate | Moderate ✓ |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | Other |
| Main language | Python | JavaScript |

## Which one should you pick?

Crawl4AI scores 87/100 against 64/100 for uMap, so it is the safer default.

uMap ships more often: 12 stable releases in the past year, against 9 for Crawl4AI.

Crawl4AI is growing faster right now (+2 300 stars in 30 days).

## Details

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

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