head to head · open source
GitLab vs DeepAudit
GitLab has 24,549 GitHub stars, 5,943 forks, 36 open issues and last shipped 11 days ago. DeepAudit has 7,250 stars, 875 forks, 94 open issues and last shipped 2 days ago. GitLab leads on adoption by 239% (24,549 vs 7,250 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%. DeepAudit 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 | ★ 7.3K |
| License | Custom / other | AGPL-3.0 |
| Written in | Ruby | Python |
| Last push | 2026-10-23 | 2026-11-01 |
| Forks | ⑂ 5.9K | ⑂ 875 |
| 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 Canonical source The canonical source of GitLab where all development takes place is hosted on GitLab.com. If you wish to clone a copy of GitLab without proprietary code, you can use the read only mirror of GitLab located at However, please do not submit any issues and/or merge requests to that project. Free trial You can request a free trial of GitLab Ultimate on our website. Open source software to collaborate on code To see how GitLab looks please see the features page on our website. Manage Git repositories with fine grained access controls that keep your code secure Perform code reviews and enhance…
read the full GitLab overview →
About DeepAudit
DeepAudit 人人拥有的 AI 审计战队，让漏洞挖掘触手可及 🦸♂️ 简体中文 English 📸 界面预览 🤖 Agent 审计入口 首页快速进入 Multi Agent 深度审计 📋 审计流日志 实时查看 Agent 思考与执行过程 🎛️ 智能仪表盘 一眼掌握项目安全态势 ⚡ 即时分析 粘贴代码 / 上传文件，秒出结果 🗂️ 项目管理 GitHub/GitLab/Gitea 导入，多项目协同管理 📊 专业报告 一键导出 PDF / Markdown / JSON （图中为快速模式，非Agent模式报告） 🏆 CVE 漏洞发现 DeepAudit（闭源版本） 已成功发现并获得 49 个 CVE 编号 和 6 个 GHSA 安全公告🦞 涉及17个知名开源项目 OpenClaw🦞 漏洞挖掘成果 DeepAudit 内测版本对 OpenClaw 项目进行了深度安全审计，目前已发现 6 个安全漏洞 ，均已被官方确认并发布安全公告（GHSA）。漏洞类型覆盖命令注入、签名验证绕过、远程代码执行、凭证泄露、资源耗尽及敏感信息泄露，其中包含多个 High 级别漏洞。更多漏洞仍在持续挖掘中。 [CVE 2025 58045](
read the full DeepAudit overview →
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Frequently asked questions
Is GitLab or DeepAudit more popular?
GitLab has 24,549 GitHub stars and DeepAudit has 7,250. 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 (24,549 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.