# GitLab CI: 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-ci

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Workflow orchestration](https://www.gane.ai/index/it/it-data/workflow-orchestration/index.md) | 0% | 53 | 0% | 1 |

## 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 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 CI, from 1 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- akeyless.io: 1
- cheatsheetseries.owasp.org: 1
- checkmarx.com: 1
- developer.hashicorp.com: 1
- devtune.ai: 1
- digital.va.gov: 1
- docs.github.com: 1
- expertinsights.com: 1
- gitguardian.com: 1
- github.com: 1

### Pages cited

- https://akeyless.io/blog/best-secret-management-tools: 1
- https://akeyless.io/blog/the-hidden-risks-of-secrets-management-in-ci-cd-pipelines: 1
- https://cheatsheetseries.owasp.org/cheatsheets/Secrets_Management_Cheat_Sheet.html: 1
- https://checkmarx.com/learn/secrets-detection/rethinking-secrets-management-tools-why-vaults-alone-arent-enough: 1
- https://developer.hashicorp.com/vault/docs/v1.14.x/enterprise/license/faq: 1
- https://devtune.ai/verticals/secrets-management-and-vault/cyberark: 1
- https://digital.va.gov/wp-content/uploads/2022/12/Secrets-Management-EDP.pdf: 1
- https://digital.va.gov/wp-content/uploads/2024/01/EDP-Secrets-Management-V2.2-20231218.pdf: 1

## In its own words

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

- Positioning: Draft and validate GitLab CI pipelines without leaving your editor. (https://about.gitlab.com/gitlab-ci-skill)
- For: Anyone using Cursor, VS Code, Claude Code, OpenCode, Codex, or any agent that loads markdown skills. (https://about.gitlab.com/gitlab-ci-skill)
- Price stated: A free AI skill (https://about.gitlab.com/gitlab-ci-skill)
- Free plan or trial: No GitLab account needed to validate locally. (https://about.gitlab.com/gitlab-ci-skill)

## 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.