head to head · open source
GitLab vs DeepAudit
GitLab has 24,544 GitHub stars, 5,983 forks, 36 open issues and last shipped yesterday. DeepAudit has 7,028 stars, 851 forks, 94 open issues and last shipped 2 days ago. GitLab leads on adoption by 249% (24,544 vs 7,028 stars). GitLab is written in Ruby under a custom or non-standard licence; DeepAudit is written in Python under AGPL-3.0. GitLab has attracted 24% as many forks as stars, DeepAudit 12%. GitLab was the more recently maintained of the two, and both are self-hostable with no licence fee.
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
| GitLab | DeepAudit | |
|---|---|---|
| GitHub stars | ★ 25K | ★ 7.0K |
| License | Custom / other | AGPL-3.0 |
| Written in | Ruby | Python |
| Last push | 2026-09-17 | 2026-09-16 |
| Forks | ⑂ 6.0K | ⑂ 851 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick GitLab if
- You weight community size — 25K stars and counting
- You want the Custom / other license terms
- Your stack matches Ruby
- You value the larger contributor base for long-term maintenance
pick DeepAudit if
- You want the DeepAudit 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 DeepAudit fits your workflow better
About GitLab
GitLab is an open core DevSecOps platform that gives teams Git repository hosting, merge request code review, CI/CD pipelines, issue tracking, and wikis in one self hostable application, aimed at organizations that want to run their development lifecycle on infrastructure they control.
read the full GitLab overview →
About DeepAudit
DeepAudit is an open source, AGPL 3.0 licensed multi agent system for mining code vulnerabilities, written in Python, that gives individual developers, small security teams, and DevSecOps groups an AI audit crew they can deploy and run themselves.
read the full DeepAudit overview →
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Frequently asked questions
Is GitLab or DeepAudit more popular?
GitLab has 24,544 GitHub stars and DeepAudit has 7,028. GitLab has the larger community by that measure.
Are GitLab and DeepAudit free?
Both are open source. GitLab has no licence declared in this registry, and DeepAudit is licensed under AGPL-3.0. Both are free to self-host.
What is the difference between GitLab and DeepAudit?
GitLab is written in Ruby and DeepAudit 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, GitLab or DeepAudit?
Choose GitLab if you want the larger community (24,544 stars) or its Custom / other licence terms. Choose DeepAudit if its feature set, stack or AGPL-3.0 licence fits better. Both are self-hostable.