head to head · open source
luigi vs brightbean-studio
luigi has 18,782 GitHub stars, 2,474 forks, 175 open issues and last shipped 20 days ago. brightbean-studio has 2,611 stars, 564 forks, 34 open issues and last shipped 9 days ago. luigi leads on adoption by 619% (18,782 vs 2,611 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 22%. 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 | ★ 2.6K |
| License | Apache-2.0 | AGPL-3.0 |
| Written in | Python | Python |
| Last push | 2026-10-14 | 2026-10-25 |
| Forks | ⑂ 2.5K | ⑂ 564 |
| 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
.. 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 brightbean-studio
Open source social media management for creators, agencies, and SMBs. About BrightBean Studio BrightBean Studio is an open source, self hostable social media management platform built for creators, agencies and SMBs. It does what Sendible, SocialPilot, or ContentStudio do, but free and without per seat, per channel, or per workspace limits. Plan, compose, schedule, approve, publish, and monitor content across Facebook, Instagram, LinkedIn, TikTok, YouTube, Pinterest, Threads, Bluesky, Google Business Profile, Mastodon, and DEV.to from a single multi workspace dashboard. It's for people managing many client…
read the full brightbean-studio overview →
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Frequently asked questions
Is luigi or brightbean-studio more popular?
luigi has 18,782 GitHub stars and brightbean-studio has 2,611. 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 (18,782 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.