# CSURFACE Cyber Risk Calculator: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/csurface-cyber-risk-calculator

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cyber risk quantification](https://www.gane.ai/index/it/security/cyber-risk-quantification/index.md) | 0% | 48 | 0% | 1 |

## What the models said for it

- "Best for: Quick, no-signup FAIR-based estimates" (GLM 4.7 FlashX, Cyber risk quant)

## 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 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named CSURFACE Cyber Risk Calculator, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- bestdefense.io: 1
- capterra.com: 1
- cisa.gov: 1
- costbench.com: 1
- csurface.io: 1
- erpresearch.com: 1
- fairinstitute.org: 1
- g2.com: 1
- gane.ai/index: 1
- github.com: 1

### Pages cited

- https://bestdefense.io/blog/risk-assessment-tools-a-2026-practitioners-shortlist: 1
- https://capterra.com/compare/148648-266510/LogicGate-vs-Astra-Security: 1
- https://cisa.gov/resources-tools/resources/free-cybersecurity-services-and-tools: 1
- https://costbench.com/software/compliance-management/logicgate/calculator: 1
- https://csurface.io/en/cyber-risk-calculator: 1
- https://erpresearch.com/erp-add-ons/sox-controls/logicgate-risk-cloud/pricing: 1
- https://fairinstitute.org/blog/crq-for-all-introducing-my-cyber-risk-benchmark-from-risklens: 1
- https://g2.com/categories/cyber-risk-quantification-crq-tools: 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.