# CyberArk IGA: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/cyberark-iga

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Identity governance](https://www.gane.ai/index/it/identity/identity-governance/index.md) | 0% | 25 | 0% | 3 |

## What the models said for it

- "Good if your biggest pain point is privileged access rather than general employee access." (Qwen 3.7 Flash, IGA)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| 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 CyberArk IGA, from 7 of the 11 answers that named it (only the models that return a source list).

### Domains cited

- startwithidentity.com: 4
- zluri.com: 4
- accessowl.com: 3
- corma.io: 3
- cybersecuritynews.com: 3
- g2.com: 3
- reddit.com: 3
- softwareadvice.com: 3
- aimultiple.com: 2
- capterra.com: 2

### Pages cited

- https://accessowl.com/blog/buyers-guide-for-iga-tools-by-team-size: 3
- https://softwareadvice.com/identity-management: 3
- https://startwithidentity.com/rankings: 3
- https://aimultiple.com/iga-solutions: 2
- https://capterra.com/identity-management-software/s/small-businesses: 2
- https://corma.io/blog/top-10-iam-solutions-for-smbs-and-mid-size-companies-2026: 2
- https://cyberpress.org/iga-by-business-size-2: 2
- https://cybersecuritynews.com/best-iga-tools: 2

## 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.