# Jenkins: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 58 judge labels across 2 categories by 12 of 12 models. Page: https://it-ai-index.com/vendors/jenkins/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| CI/CD platforms | 2% | 5 | 63% | 57 |
| Secrets management | 0% | 31 | 100% | 1 |

## What the models said for it

- "and Jenkins (self‑hosted) if you can spare a little time/infrastructure to manage it" (GLM 4.7 FlashX, CI/CD)
- "If you want maximum control and have technical resources, Jenkins or Drone CI are excellent free options." (Claude Haiku 4.5, CI/CD)
- "Air-gapped / bare-metal / hardware-attached builds / hard regulatory constraints → Jenkins (self-hosted only)" (DeepSeek V4 Flash, CI/CD)
- "Best for $0 Software Cost (but not $0 total cost) ... You must self-host and self-manage it." (Kimi K2, CI/CD)

## And against it

- "Jenkins is often described as a legacy platform with high maintenance overhead... the maintenance burden outweighs the benefits." (Mistral Small, CI/CD)
- "you should actively avoid it unless you have highly restrictive, air-gapped on-premise infrastructure requirements." (Gemini 3.5 Flash, CI/CD)
- "For a mid-market company, avoid Jenkins unless you have deep legacy infrastructure dependencies" (Gemini 3.5 Flash, CI/CD)
- "Not recommended unless you lack internet access or have highly unique networking requirements." (Qwen 3.7 Flash, CI/CD)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.