head to head · open source
luigi vs apscheduler
luigi has 18,782 GitHub stars, 2,474 forks, 175 open issues and last shipped 20 days ago. apscheduler has 7,678 stars, 815 forks, 53 open issues and last shipped 8 days ago. luigi leads on adoption by 145% (18,782 vs 7,678 stars). luigi is written in Python under Apache-2.0; apscheduler is written in Python under MIT. luigi has attracted 13% as many forks as stars, apscheduler 11%. apscheduler was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (python, scheduling), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| luigi | apscheduler | |
|---|---|---|
| GitHub stars | ★ 19K | ★ 7.7K |
| License | Apache-2.0 | MIT |
| Written in | Python | Python |
| Last push | 2026-10-14 | 2026-10-26 |
| Forks | ⑂ 2.5K | ⑂ 815 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick luigi if
- You weight community size — 19K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick apscheduler if
- You want the apscheduler feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and apscheduler fits your workflow better
About luigi
.. figure:: :alt: Luigi Logo :align: center .. image:: :target: .. image:: :target: .. image:: :target: .. image:: :target: .. image:: :target: :alt: Documentation Status Luigi is a Python (3.10, 3.11, 3.12, 3.13, 3.14 tested) package that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization, handling failures, command line integration, and much more. Getting Started Run pip install luigi to install the latest stable version from PyPI . Documentation for the latest release is hosted on readthedocs. Run pip install luigi[toml] to install Luigi with…
read the full luigi overview →
About apscheduler
.. image:: :target: :alt: Build Status .. image:: :target: :alt: Code Coverage .. image:: :target: :alt: Documentation .. warning:: The v4.0 series is provided as a pre release and may change in a backwards incompatible fashion without any migration pathway, so do NOT use this release in production! Advanced Python Scheduler (APScheduler) is a task scheduler and task queue system for Python. It can be used solely as a job queuing system if you have no need for task scheduling. It scales both up and down, and is suitable for both trivial, single process use cases as well as large deployments spanning multiple…
read the full apscheduler overview →
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Frequently asked questions
Is luigi or apscheduler more popular?
luigi has 18,782 GitHub stars and apscheduler has 7,678. luigi has the larger community by that measure.
Are luigi and apscheduler free?
Both are open source. luigi is licensed under Apache-2.0 and apscheduler under MIT. Neither carries a licence fee.
What is the difference between luigi and apscheduler?
luigi is written in Python and apscheduler in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, luigi or apscheduler?
Choose luigi if you want the larger community (18,782 stars) or its Apache-2.0 licence terms. Choose apscheduler if its feature set, stack or MIT licence fits better. Both are self-hostable.