# Gurucul: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 16 judge labels across 4 categories by 7 of 14 models. Page: https://www.gane.ai/index/it/vendors/gurucul

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Identity threat detection and response](https://www.gane.ai/index/it/identity/identity-threat-detection-and-response/index.md) | 0% | 24 | 14% | 7 |
| [Insider risk management](https://www.gane.ai/index/it/security/insider-risk-management/index.md) | 0% | 18 | 0% | 6 |
| [SIEM platforms](https://www.gane.ai/index/it/security/siem-platforms/index.md) | 0% | 34 | 0% | 2 |
| [Network detection and response](https://www.gane.ai/index/it/security/network-detection-and-response/index.md) | 0% | 73 | 0% | 1 |

## What the models said for it

- "Gurucul is highlighted for its enterprise-grade capabilities and strong integration with other systems" (Mistral Small, Insider risk)
- "highlighted for their effectiveness and scalability, especially for large enterprises" (Mistral Small, Insider risk)
- "Best for Predictive Risk: Gurucul or Living Security (fewer alerts, human-focused)" (Grok 4.20, Insider risk)
- "Gurucul (Product leadership in analytics)" (Grok 4.20, ITDR)

## And against it

- "These broaden ITDR definitions but can be less mature." (Grok 4.20, ITDR)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Gurucul, from 38 of the 38 answers that named it (only the models that return a source list).

### Domains cited

- assets.beyondtrust.com: 16
- insiderisk.io: 14
- microsoft.com: 13
- g2.com: 10
- kuppingercole.com: 9
- startwithidentity.com: 9
- portal.gigaom.com: 8
- expertinsights.com: 7
- peerspot.com: 7
- qksgroup.com: 7

### Pages cited

- https://assets.beyondtrust.com/assets/documents/KuppingerCole_LeadershipCompass_IdentityThreatDetectionandResponse.pdf: 16
- https://insiderisk.io/research/best-insider-risk-management-tools-2026: 8
- https://startwithidentity.com/vendors/itdr: 8
- https://kuppingercole.com/reprints/93436811dab7e17e9cb3657334af05ab: 7
- https://download.manageengine.com/active-directory-360/analyst-reports/kuppingercole-itdr-leadership-compass-2025.pdf: 6
- https://insiderisk.io/research/insider-threat-detection-solutions-technologies-2025: 6
- https://microsoft.com/en-us/security/business/solutions/identity-threat-detection-response: 6
- https://expertinsights.com/identity-and-access-management/the-top-identity-threat-detection-and-response-itdr-solutions: 5

## 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.