head to head · open source
edict vs dramatiq
edict has 16,900 GitHub stars, 1,769 forks, 18 open issues and last shipped 11 days ago. dramatiq has 5,311 stars, 383 forks, 65 open issues and last shipped 4 days ago. edict leads on adoption by 218% (16,900 vs 5,311 stars). edict is written in Python under MIT; dramatiq is written in Python under LGPL-3.0. edict has attracted 10% as many forks as stars, dramatiq 7%. dramatiq was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (python), 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
| edict | dramatiq | |
|---|---|---|
| GitHub stars | ★ 17K | ★ 5.3K |
| License | MIT | LGPL-3.0 |
| Written in | Python | Python |
| Last push | 2026-09-07 | 2026-09-14 |
| Forks | ⑂ 1.8K | ⑂ 383 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick edict if
- You weight community size — 17K stars and counting
- You want the MIT license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick dramatiq if
- You want the dramatiq feature set and don't need the biggest community
- You prefer the LGPL-3.0 license terms
- Your stack matches Python
- You evaluated both and dramatiq fits your workflow better
About edict
Edict is an MIT licensed Python orchestration system that runs multi agent LLM work through the Tang dynasty Three Departments and Six Ministries, splitting the job across eleven business roles plus one compatibility role so that planning, review, dispatch, and execution are handled by separate agents, and it is built for teams running OpenClaw that need every hand off between agents to be reviewable, auditable, and interruptible.
read the full edict overview →
About dramatiq
dramatiq is a distributed task processing library for Python 3, released under the LGPL 3.0 license and developed in the open on GitHub, where it has accumulated roughly 5,310 stars and 383 forks over about nine years. It lives in the Python ecosystem and is published on PyPI, with documentation hosted at dramatiq.io, a changelog, and a community mailing list on groups.io. The project describes itself as a fast and reliable background task processing library, and it is catalogued under business software for project and work management.
read the full dramatiq overview →
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Frequently asked questions
Is edict or dramatiq more popular?
edict has 16,900 GitHub stars and dramatiq has 5,311. edict has the larger community by that measure.
Are edict and dramatiq free?
Both are open source. edict is licensed under MIT and dramatiq under LGPL-3.0. Neither carries a licence fee.
What is the difference between edict and dramatiq?
edict is written in Python and dramatiq 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, edict or dramatiq?
Choose edict if you want the larger community (16,900 stars) or its MIT licence terms. Choose dramatiq if its feature set, stack or LGPL-3.0 licence fits better. Both are self-hostable.