# GitLab Duo: 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/gitlab-duo

## 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% | 28 | 0% | 1 |

## What the models said for it

- "Other options include SonarQube, Snyk Code, and GitLab Duo." (Llama 4 Maverick, 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 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| 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 GitLab Duo, from 3 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- checkmarx.com: 2
- daily.dev: 2
- docs.github.com: 2
- github.blog: 2
- superblocks.com: 2
- allianz-fuer-cybersicherheit.de: 1
- arxiv.org: 1
- augmentcode.com: 1
- axify.io: 1
- ayautomate.com: 1

### Pages cited

- https://daily.dev/blog/best-ai-coding-assistants-comparison: 2
- https://allianz-fuer-cybersicherheit.de/SharedDocs/Downloads/EN/BSI/KI/ANSSI_BSI_AI_Coding_Assistants.pdf: 1
- https://arxiv.org/html/2502.18468: 1
- https://arxiv.org/html/2509.20388v1: 1
- https://augmentcode.com/tools/top-ai-coding-tools-2025-for-enterprise-developers: 1
- https://axify.io/blog/the-best-ai-coding-assistants-a-full-comparison-of-20-tools: 1
- https://ayautomate.com/blog/best-ai-coding-assistants: 1
- https://biztechmagazine.com/article/2025/08/more-small-businesses-are-vibe-coding-ai-powered-assistants: 1

## In its own words

What GitLab Duo's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Custom AI workflow automation across the software lifecycle. Specialized agents for planning, coding, security, and deployment with enterprise governance. (https://about.gitlab.com/gitlab-duo-agent-platform)
- For: GitLab Premium and Ultimate customers (https://about.gitlab.com/gitlab-duo-agent-platform)
- Price stated: Usage-based billing makes AI accessible to every team, without forcing you to manage seats. GitLab Duo Agent Platform uses GitLab Credits, pooled across your organization. (https://about.gitlab.com/gitlab-duo-agent-platform)
- Starting price: 0 (https://about.gitlab.com/gitlab-duo-agent-platform)
- Free plan or trial: Try GitLab Ultimate, including GitLab Duo Agent Platform, free for 60 days. No credit card required. (https://about.gitlab.com/gitlab-duo-agent-platform)

## 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.