head to head · open source
debezium vs doit
debezium has 13,307 GitHub stars, 3,124 forks, 131 open issues and last shipped yesterday. doit has 2,096 stars, 203 forks, 94 open issues and last shipped 1 months ago. debezium leads on adoption by 535% (13,307 vs 2,096 stars). debezium is written in Java under Apache-2.0; doit is written in Python under MIT. debezium has attracted 23% as many forks as stars, doit 10%. debezium was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (data-pipeline, hacktoberfest), 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
| debezium | doit | |
|---|---|---|
| GitHub stars | ★ 13K | ★ 2.1K |
| License | Apache-2.0 | MIT |
| Written in | Java | Python |
| Last push | 2026-11-02 | 2026-09-21 |
| Forks | ⑂ 3.1K | ⑂ 203 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick debezium if
- You weight community size — 13K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Java
- You value the larger contributor base for long-term maintenance
pick doit if
- You want the doit feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and doit fits your workflow better
About debezium
Copyright Debezium Authors. Licensed under the Apache License, Version 2.0. The Antlr grammars within the debezium ddl parser module are licensed under the MIT License. English Chinese Japanese Korean Debezium Debezium is an open source project that provides a low latency data streaming platform for change data capture (CDC). You set up and configure Debezium to monitor your databases, and then your applications consume events for each row level change made to the database. Only committed changes are visible, so your application doesn't have to worry about transactions or changes that are rolled back. Debezium…
read the full debezium overview →
About doit
================ README ================ .. display some badges .. image:: :target: .. image:: :target: .. image:: :target: .. image:: :target: pydoit automation tool ========================= Define tasks in Python. Run only what changed. doit is a task management & automation tool like make , but in pure Python. It tracks file dependencies, caches results, and skips tasks that are already up to date. No DSL, no YAML just Python functions. Quick Example ============= Create a dodo.py : .. code:: python def task hello(): """create a greeting file""" return { 'actions': ['echo "Hello from doit" hello.txt']…
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Frequently asked questions
Is debezium or doit more popular?
debezium has 13,307 GitHub stars and doit has 2,096. debezium has the larger community by that measure.
Are debezium and doit free?
Both are open source. debezium is licensed under Apache-2.0 and doit under MIT. Neither carries a licence fee.
What is the difference between debezium and doit?
debezium is written in Java and doit 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, debezium or doit?
Choose debezium if you want the larger community (13,307 stars) or its Apache-2.0 licence terms. Choose doit if its feature set, stack or MIT licence fits better. Both are self-hostable.