# JFrog Pipelines: how AI models rank it, September 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| CI/CD platforms | 0% | 40 | 100% | 1 |
| Workflow orchestration | 0% | 78 | 100% | 1 |

## And against it

- "Reached end of life May 1, 2026. No features, patches, or security fixes." (DeepSeek V4 Flash, Orchestration)
- "JFrog Pipelines — AVOID" (Kimi K2, 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.