# Crawl4AI vs Zulip

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

| | Crawl4AI | Zulip |
|---|---|---|
| Score | 86/100 ✓ | 82/100 |
| Rank in category | #2 of 16 in Web Scraping | #1 of 110 in Chat |
| GitHub stars | 86 481 ✓ | 26 134 |
| Stars, last 30 days | +2 261 ✓ | +184 |
| Stable releases, 12 months | 9 ✓ | 6 |
| Latest release | v0.9.5 · 14 Oct 2026 ✓ | 12.3 · 21 Sept 2026 |
| Setup | Moderate | Moderate |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | Apache-2.0 |
| Main language | Python | Python |

## Which one should you pick?

Crawl4AI scores 86/100 against 82/100 for Zulip, so it is the safer default.

Crawl4AI ships more often: 9 stable releases in the past year, against 6 for Zulip.

Crawl4AI is growing faster right now (+2 261 stars in 30 days).

## Details

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

## Related comparisons

- [Discourse vs Zulip](https://selfhost.directory/compare/discourse-vs-zulip)
- [Rocket.Chat vs Zulip](https://selfhost.directory/compare/rocketchat-vs-zulip)

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