# Deep-Insight: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/deep-insight

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cyber risk quantification](https://www.gane.ai/index/it/security/cyber-risk-quantification/index.md) | 4% | 8 | 0% | 3 |

## What the models said for it

- "Deep-Insight is the stronger recommendation as its CRQ methodology is purpose-built for your use case." (GLM 4.7 FlashX, Cyber risk quant)
- "Deep-Insight stands out as the most specialized and highly recommended solution" (Mistral Small, 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 | 1 | 0 | 0 | 0 | 1 |
| 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 | 1 | 0 | 0 | 0 | 1 |
| 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 Deep-Insight, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- deep-insight.com: 7 (its own site)
- gane.ai/index: 5
- g2.com: 4
- kovrr.com: 4
- vcisolite.com: 3
- boozallen.com: 2
- capterra.com: 2
- citalid.com: 2
- github.com: 2
- marketplace.microsoft.com: 2

### Pages cited

- https://deep-insight.com/: 6
- https://deep-insight.com/b2b-customer-experience: 5
- https://www.gane.ai/index/it/security/cyber-risk-quantification/enterprise: 4
- https://kovrr.com/cyber-risk-quantification: 3
- https://vcisolite.com/blog/crq-tools-and-platforms-2026: 3
- https://boozallen.com/markets/commercial-solutions/transforming-your-cyber-risk-management-program.html: 2
- https://citalid.com/ai-info-page: 2
- https://deep-insight.com/category/customer-relationship-quality-crq/page/2: 2

## 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.