# gitbucket vs vLLM

> Two self-hosted projects, compared on the numbers selfhost.directory tracks live: score, popularity, release cadence and setup effort.

| | gitbucket | vLLM |
|---|---|---|
| Score | 68/100 | 91/100 ✓ |
| Rank in category | #5 of 14 in Code Hosting | #3 of 25 in LLM Inference |
| GitHub stars | 9 418 | 95 789 ✓ |
| Stars, last 30 days | +15 | +3 237 ✓ |
| Stable releases, 12 months | 6 | 14 ✓ |
| Latest release | 4.48.0 · 20 Sept 2026 | v0.32.0 · 17 Oct 2026 ✓ |
| Setup | Easy ✓ | Moderate |
| Official Docker image | Yes | Yes |
| License | Apache-2.0 | Apache-2.0 |
| Main language | Scala | Python |

## Which one should you pick?

vLLM scores 91/100 against 68/100 for gitbucket, so it is the safer default.

vLLM ships more often: 14 stable releases in the past year, against 6 for gitbucket.

If you want the quickest setup, gitbucket is easier to run; vLLM needs more configuration.

vLLM is growing faster right now (+3 237 stars in 30 days).

## Details

- [gitbucket](https://selfhost.directory/project/gitbucket) (markdown: https://selfhost.directory/project/gitbucket.md)
- [vLLM](https://selfhost.directory/project/vllm) (markdown: https://selfhost.directory/project/vllm.md)

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Source: https://selfhost.directory/compare/gitbucket-vs-vllm