# RiskRecon: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/it/vendors/riskrecon

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Third-party risk management](https://www.gane.ai/index/it/security/third-party-risk-management/index.md) | 0% | 34 | 0% | 5 |

## What the models said for it

- "better if your main need is continuous external security monitoring" (GPT-5.4 mini, TPRM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 RiskRecon, from 12 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- gartner.com: 6
- riskledger.com: 6
- bitsight.com: 5
- forrester.com: 4
- mitratech.com: 4
- upguard.com: 4
- aravo.com: 3
- ganintegrity.com: 3
- vanta.com: 3
- assets.zyrosite.com: 2

### Pages cited

- https://riskledger.com/resources/best-third-party-risk-management-software: 5
- https://gartner.com/reviews/market/third-party-risk-management-technology-solutions: 4
- https://forrester.com/report/the-forrester-wave-tm-third-party-risk-management-platforms-q1-2024/RES180528: 3
- https://ganintegrity.com/resources/blog/top-10-third-party-risk-management-vendors-for-compliance-ethics-and-supply-chain-risk: 3
- https://gartner.com/reviews/market/third-party-risk-management-orchestration-platforms: 3
- https://mitratech.com/resource-hub/blog/best-tprm-software-solutions: 3
- https://riskledger.com/resources/securityscorecard-alternatives: 3
- https://riskledger.com/resources/third-party-risk-management-software: 3

## What it publishes

Every page riskrecon.com exposes, read 2026-09-29: 1018 addresses. By kind, pages and the last 90 days:

- blog: 677 pages, 0 in the last 90 days, latest undated
- case study: 2 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 112 pages, 0 in the last 90 days, latest undated
- conference or event: 78 pages, 0 in the last 90 days, latest undated
- report or ebook: 77 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 13 pages, 0 in the last 90 days, latest undated
- podcast or video: 5 pages, 0 in the last 90 days, latest undated
- news or press: 46 pages, 0 in the last 90 days, latest undated

## 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.