# Brakeman's GitLab integration: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/brakeman-s-gitlab-integration

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Static application security testing](https://www.gane.ai/index/it/developer/static-application-security-testing/index.md) | 0% | 61 | 100% | 1 |

## And against it

- "deprecated analyzers means you're relying on scanners that no longer receive security updates" (DeepSeek V4 Flash, SAST)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Brakeman's GitLab integration, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- arxiv.org: 1
- augmentcode.com: 1
- bura.brunel.ac.uk: 1
- checkmarx.com: 1
- dev.to: 1
- dl.acm.org: 1
- docs.gitlab.com: 1
- dwheeler.com: 1
- gane.ai/index: 1
- github.com: 1

### Pages cited

- https://arxiv.org/html/2601.22952v2: 1
- https://augmentcode.com/tools/enterprise-sast-tools-large-teams-field-guide: 1
- https://bura.brunel.ac.uk/bitstream/2438/30374/1/FullText.pdf: 1
- https://checkmarx.com/learn/sast/shift-left-security-integrate-sast-into-devsecops-pipeline: 1
- https://dev.to/rahulxsingh/i-reviewed-32-sast-tools-the-ones-worth-using-283e: 1
- https://dl.acm.org/doi/10.1145/3650212.3680313: 1
- https://dl.acm.org/doi/10.1145/3691621.3694947: 1
- https://docs.gitlab.com/user/application_security/sast/analyzers: 1

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.