head to head · open source
luigi vs brightbean-studio
luigi has 18,775 GitHub stars, 2,463 forks, 175 open issues and last shipped 2 months ago. brightbean-studio has 2,341 stars, 501 forks, 34 open issues and last shipped yesterday. luigi leads on adoption by 702% (18,775 vs 2,341 stars). luigi is written in Python under Apache-2.0; brightbean-studio is written in Python under AGPL-3.0. luigi has attracted 13% as many forks as stars, brightbean-studio 21%. brightbean-studio 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 | brightbean-studio | |
|---|---|---|
| GitHub stars | ★ 19K | ★ 2.3K |
| License | Apache-2.0 | AGPL-3.0 |
| Written in | Python | Python |
| Last push | 2026-07-18 | 2026-09-17 |
| Forks | ⑂ 2.5K | ⑂ 501 |
| 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 brightbean-studio if
- You want the brightbean-studio feature set and don't need the biggest community
- You prefer the AGPL-3.0 license terms
- Your stack matches Python
- You evaluated both and brightbean-studio 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 brightbean-studio
BrightBean Studio is an open source, self hostable social media management platform for creators, agencies, and small and medium sized businesses. It is built in Python and Django, uses HTMX, and can be deployed with Docker. The project lives in the Python and Django open source web application ecosystem.
read the full brightbean-studio overview →
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Frequently asked questions
Is luigi or brightbean-studio more popular?
luigi has 18,775 GitHub stars and brightbean-studio has 2,341. luigi has the larger community by that measure.
Are luigi and brightbean-studio free?
Both are open source. luigi is licensed under Apache-2.0 and brightbean-studio under AGPL-3.0. Neither carries a licence fee.
What is the difference between luigi and brightbean-studio?
luigi is written in Python and brightbean-studio 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 brightbean-studio?
Choose luigi if you want the larger community (18,775 stars) or its Apache-2.0 licence terms. Choose brightbean-studio if its feature set, stack or AGPL-3.0 licence fits better. Both are self-hostable.