# RiskProfiler: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/riskprofiler

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Attack surface management](https://www.gane.ai/index/it/security/attack-surface-management/index.md) | 0% | 95 | 0% | 1 |
| [Third-party risk management](https://www.gane.ai/index/it/security/third-party-risk-management/index.md) | 0% | 84 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named RiskProfiler, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 3
- gartner.com: 2
- ir.crowdstrike.com: 2
- aravo.com: 1
- attacksurfacescan.com: 1
- bestdevops.com: 1
- comparitech.com: 1
- einpresswire.com: 1
- forrester.com: 1
- gane.ai/index: 1

### Pages cited

- https://gartner.com/reviews/market/third-party-risk-management-technology-solutions: 2
- https://aravo.com/: 1
- https://aravo.com/intelligence-first-platform: 1
- https://aravo.com/intelligence-first-platform/capabilities/risk-management-cycle: 1
- https://aravo.com/tprm-solutions: 1
- https://attacksurfacescan.com/: 1
- https://bestdevops.com/top-10-attack-surface-management-asm-tools-features-pros-cons-and-comparison: 1
- https://comparitech.com/data-privacy-management/best-third-party-risk-management-software: 1

## 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.