Luigi vs Temporal
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?
Luigi
Python module for building complex batch job pipelines
VS
Temporal
Durable execution platform for reliable distributed workflows
| Feature | Luigi | Temporal |
|---|---|---|
| Category | Automation & Workflows | Automation & Workflows |
| License | Apache-2.0 | MIT |
| Language | Python | Go |
| Setup difficulty | Medium | Hard |
| Min. RAM | 256 MB | 2,048 MB |
| Deployment | bare-metal, binary, source | docker, kubernetes, helm |
| GitHub stars | ★ 18,762 | ★ 22,173 |
| First released | 2012 | 2019 |
| Replaces | AWS Step Functions | AWS Step Functions, Azure Logic Apps |
Why pick each one
Choose Temporal if…
- Extremely reliable for long workflows
- Strong multi-language support
Frequently asked questions
Is Luigi or Temporal better?
Neither is universally better. Temporal has the larger community, while Luigi is simpler to set up (medium difficulty). Choose based on the comparison table above and your own setup.
Are Luigi and Temporal free and open-source?
Yes. Luigi is licensed under Apache-2.0 and Temporal under MIT. Both can be self-hosted at no software cost.
Can I run Luigi and Temporal with Docker?
Luigi: check the project docs for container support. Temporal: yes.