Automa vs Crawl4AI
A side-by-side comparison of two self-hosted automation & workflows options — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
Automa
Browser automation via drag-and-drop visual workflows
VS
Crawl4AI
Open-source web crawler built for LLM data pipelines
| Feature | Automa | Crawl4AI |
|---|---|---|
| Category | Automation & Workflows | Automation & Workflows |
| License | MIT | Apache-2.0 |
| Language | Vue | Python |
| Setup difficulty | Easy | Medium |
| Min. RAM | 256 MB | 2,048 MB |
| Deployment | source | docker, source |
| GitHub stars | ★ 21,543 | ★ 77,226 |
| First released | 2021 | 2024 |
| Replaces | Zapier, UiPath | Firecrawl |
Why pick each one
Choose Automa if…
- Released under the MIT license
- Easy to set up — beginner-friendly
- Mature project with 21.5k GitHub stars
- Written in Vue
Choose Crawl4AI if…
- Released under the Apache-2.0 license
- First-class Docker support for quick deployment
- Mature project with 77.2k GitHub stars
- Written in Python
Frequently asked questions
Is Automa or Crawl4AI better?
Neither is universally better. Crawl4AI has the larger community, while Automa is simpler to set up (easy difficulty). Choose based on the comparison table above and your own setup.
Are Automa and Crawl4AI free and open-source?
Yes. Automa is licensed under MIT and Crawl4AI under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Automa and Crawl4AI with Docker?
Automa: check the project docs for container support. Crawl4AI: yes.