Crawl4AIvsZammad
Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.
| Crawl4AI | Zammad | |
|---|---|---|
| Score | 86/100 | 70/100 |
| Rank in category | #2 of 16 in Web Scraping | #1 of 9 in Helpdesk |
| GitHub stars | 86 500 | 6 053 |
| Stars, last 30 days | +2 280 | +101 |
| Stable releases, 12 months | 9 | 0 |
| Latest release | v0.9.5 · 14 Oct 2026 | — |
| Setup | Moderate | Advanced |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | AGPL-3.0 |
| Main language | Python | Ruby |
Which one should you pick?
Crawl4AI scores 86/100 against 70/100 for Zammad, so it is the safer default.
Crawl4AI ships more often: 9 stable releases in the past year, against 0 for Zammad.
If you want the quickest setup, Crawl4AI is easier to run; Zammad needs more configuration.
Crawl4AI is growing faster right now (+2 280 stars in 30 days).
Crawl4AI details →Zammad details →
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