GitBucket vs GitLab CE
A side-by-side comparison of two self-hosted git hosting & forges options — licensing, setup difficulty, resource needs, and what each one replaces.
| Feature | GitBucket | GitLab CE |
|---|---|---|
| Deploy effort | Under-an-hour setup | Under-an-hour setup |
| Category | Git Hosting & Forges | Git Hosting & Forges |
| License | Apache-2.0 | MIT |
| Language | Scala | Ruby |
| Setup difficulty | Easy | Hard |
| Min. RAM | 512 MB | 4,096 MB |
| Deployment | docker, binary, bare-metal | docker, helm, bare-metal |
| GitHub stars | ★ 9,403 | ★ 24,000 |
| First released | 2013 | 2011 |
| Replaces | GitHub | GitHub, Bitbucket |
What are GitBucket and GitLab CE?
GitBucket
GitBucket is a Git hosting platform written in Scala that offers a familiar GitHub-style interface, plugin system, and easy installation as a single WAR file. It includes issues, wiki, and pull requests.
- Single WAR deployment
- Plugin ecosystem
- Built-in wiki and issues
- GitHub API compatibility
GitLab CE
GitLab Community Edition is a complete DevOps platform covering source control, CI/CD, issue tracking, and container registry. It targets teams wanting an integrated, all-in-one development platform. It is deployed via Docker, Omnibus packages, or Helm.
- Integrated CI/CD pipelines
- Issue boards and milestones
- Container and package registries
- Built-in security scanning
GitBucket vs GitLab CE: key differences
GitBucket is written in Scala, while GitLab CE is built with Ruby. Licensing differs — Apache-2.0 for GitBucket versus MIT for GitLab CE. GitBucket is the lighter option, starting around 512 MB of RAM against 4,096 MB for GitLab CE. GitLab CE is the more established project (first released 2011), while GitBucket arrived in 2013. GitLab CE has the considerably larger community, at 24,000 GitHub stars versus 9,403.
Why pick each one
Choose GitBucket if…
- Released under the Apache-2.0 license
- Easy to set up — beginner-friendly
- First-class Docker support for quick deployment
- Mature project with 9.4k GitHub stars
Choose GitLab CE if…
- All-in-one DevOps platform
- Powerful CI/CD
- Mature and feature-rich
Watch out for
- Resource hungry
- Complex to operate
Frequently asked questions
Is GitBucket or GitLab CE better?
Neither is universally better. GitLab CE has the larger community, while GitBucket is simpler to set up (easy difficulty). Choose based on the comparison table above and your own setup.
Are GitBucket and GitLab CE free and open-source?
Yes. GitBucket is licensed under Apache-2.0 and GitLab CE under MIT. Both can be self-hosted at no software cost.
Can I run GitBucket and GitLab CE with Docker?
GitBucket: yes. GitLab CE: yes.
Which is lighter on resources, GitBucket or GitLab CE?
GitBucket has the smaller minimum footprint at 512 MB of RAM, compared to about 4,096 MB for GitLab CE. Real-world usage depends on library size, user count, and enabled features.