# One Identity Safeguard: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 21 judge labels across 1 category by 12 of 14 models. Page: https://www.gane.ai/index/it/vendors/one-identity-safeguard

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Privileged access management](https://www.gane.ai/index/it/identity/privileged-access-management/index.md) | 0% | 16 | 19% | 21 |

## What the models said for it

- "Choose One Identity Safeguard when session oversight, approvals, and identity governance are central." (Perplexity Sonar, PAM)
- "Choose One Identity if you want a solid, integrated PAM suite centered on vaulting/session controls." (GPT-5.4 mini, PAM)
- "Full PAM stack with strong identity governance ties ... but less cloud-native than leaders." (Grok 4.20, PAM)
- "Challenger – solid global footprint | One Identity Manager (IG), Privileged Access Suite" (MiniMax M2.5, PAM)

## And against it

- "Fell from Gartner's leader quadrant - these vendors have lost market leadership position" (GLM 4.7 FlashX, PAM)
- "Avoid enterprise giants like CyberArk, BeyondTrust, or One Identity" (Grok 4.20, PAM)
- "Avoid Overkill: Enterprise giants like CyberArk or One Identity can have longer implementation times and higher costs" (Grok 4.20, PAM)
- "Dropped from Gartner's Leaders quadrant in recent years... may lack the innovation pace of the top three." (Grok 4.20, PAM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 3 | 4 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 4 | 0 | 4 |

## Sources returned with these answers

The sites and pages cited by the answers that named One Identity Safeguard, from 61 of the 62 answers that named it (only the models that return a source list).

### Domains cited

- aimultiple.com: 24
- ciopages.com: 22
- delinea.com: 22
- oneidentity.com: 21 (its own site)
- research.oz.spotlightar.com: 20
- securityboulevard.com: 19
- securden.com: 18
- startwithidentity.com: 18
- beyondtrust.com: 16
- akeyless.io: 13

### Pages cited

- https://aimultiple.com/pam-solutions: 24
- https://ciopages.com/buyer-guides/privileged-access-management: 17
- https://research.oz.spotlightar.com/reports/magic-quadrant-privileged-access-management-2024/leaders: 15
- https://securityboulevard.com/2026/10/the-top-7-pam-vendors-and-alternatives-in-2026: 13
- https://akeyless.io/blog/top-pam-solutions-for-enterprise-environments: 12
- https://turnkeyconsulting.com/resources/blog/idira-vs-delinea-vs-beyondtrust-which-pam-platform-is-right-for-your-organization: 11
- https://bankinfosecurity.com/cyberark-beyondtrust-delinea-dominate-gartner-mq-for-pam-a-23160: 10
- https://netwrix.com/en/resources/blog/pam-solutions: 10

## 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.