One Identity Safeguard is a privileged access management product from One Identity · oneidentity.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
KeeperPAM is first at 39%.
Delinea Secret Server is first at 39%. 0 of 14 models made it the first choice when asked directly.
CyberArk Privileged Access Manager is first at 51%.
“Choose One Identity Safeguard when session oversight, approvals, and identity governance are central.”Perplexity Sonar · Comparative question · alternative
“Choose One Identity if you want a solid, integrated PAM suite centered on vaulting/session controls.”GPT-5.4 mini · Comparative question · alternative
“Full PAM stack with strong identity governance ties ... but less cloud-native than leaders.”Grok 4.20 · Comparative question · alternative
“Challenger – solid global footprint | One Identity Manager (IG), Privileged Access Suite”MiniMax M2.5 · Comparative question · alternative
“Fell from Gartner's leader quadrant - these vendors have lost market leadership position”GLM 4.7 FlashX · Negative question · warning
“Avoid enterprise giants like CyberArk, BeyondTrust, or One Identity”Grok 4.20 · Budget-constrained question · warning
“Avoid Overkill: Enterprise giants like CyberArk or One Identity can have longer implementation times and higher costs”Grok 4.20 · Direct question · warning
“Dropped from Gartner's Leaders quadrant in recent years... may lack the innovation pace of the top three.”Grok 4.20 · Negative question · warning
The products named in the same answers as One Identity Safeguard, over the 62 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 58 | 25 | View → | |
| 56 | 8 | View → | |
| 55 | 9 | View → | |
| 34 | 5 | View → | |
| 31 | 6 | View → | |
| 25 | 0 | View → | |
| 23 | 0 | View → | |
| 19 | 0 | View → | |
| 16 | 0 | View → | |
| 13 | 0 | View → |
What the models named instead of One Identity Safeguard →
A side-by-side page exists where both products are among a category's top eight.
Stated on One Identity Safeguard's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 61 of the 62 answers that named One Identity Safeguard and are not a share of its labels.
172 of the 193 domain citations in answers naming One Identity Safeguard came from a third party's page.
Pages are listed as the models cited them.
| 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 |