head to head · open source
luigi vs apscheduler
luigi has 18,775 GitHub stars, 2,463 forks, 175 open issues and last shipped 2 months ago. apscheduler has 7,630 stars, 784 forks, 53 open issues and last shipped 8 days ago. luigi leads on adoption by 146% (18,775 vs 7,630 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 10%. 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.
← all 8884 open source comparisons
Side by side
| luigi | apscheduler | |
|---|---|---|
| GitHub stars | ★ 19K | ★ 7.6K |
| License | Apache-2.0 | MIT |
| Written in | Python | Python |
| Last push | 2026-07-18 | 2026-09-10 |
| Forks | ⑂ 2.5K | ⑂ 784 |
| 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
Luigi is a Python module for building complex pipelines of batch jobs, handling dependency resolution, workflow management, visualization, and failure handling, aimed at data engineers and teams who need to stitch together long running tasks such as Hadoop, Hive, Pig, Spark, or local Python jobs into repeatable workflows.
read the full luigi overview →
About apscheduler
APScheduler is an MIT licensed Python library that provides task scheduling and job queuing, scaling from a single process script to multi node deployments that share a persistent data store.
read the full apscheduler overview →
More in Business Software
Related comparisons
More Scheduling & Event Management projects
Compare either of these against the rest of the Scheduling & Event Management field.
Frequently asked questions
Is luigi or apscheduler more popular?
luigi has 18,775 GitHub stars and apscheduler has 7,630. 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 (18,775 stars) or its Apache-2.0 licence terms. Choose apscheduler if its feature set, stack or MIT licence fits better. Both are self-hostable.