Dagster vs Firecrawl
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?
Dagster
Data orchestrator for the full development lifecycle
VS
Firecrawl
Turn websites into clean data for AI applications
| Feature | Dagster | Firecrawl |
|---|---|---|
| Category | Automation & Workflows | Automation & Workflows |
| License | Apache-2.0 | AGPL-3.0 |
| Language | Python | TypeScript |
| Setup difficulty | Medium | Medium |
| Min. RAM | 2,048 MB | 2,048 MB |
| Deployment | docker, kubernetes, helm | docker, source |
| GitHub stars | ★ 15,943 | ★ 162,961 |
| First released | 2019 | 2024 |
| Replaces | AWS Step Functions, Azure Data Factory | Apify |
Why pick each one
Choose Firecrawl if…
- Released under the AGPL-3.0 license
- First-class Docker support for quick deployment
- Mature project with 163k GitHub stars
- Written in TypeScript
Frequently asked questions
Is Dagster or Firecrawl better?
Neither is universally better. Firecrawl has the larger community; both share a medium setup difficulty, so the decision comes down to features and licensing.
Are Dagster and Firecrawl free and open-source?
Yes. Dagster is licensed under Apache-2.0 and Firecrawl under AGPL-3.0. Both can be self-hosted at no software cost.
Can I run Dagster and Firecrawl with Docker?
Dagster: yes. Firecrawl: yes.