# Normalyze: 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/normalyze

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data security posture management](https://www.gane.ai/index/it/security/data-security-posture-management/index.md) | 0% | 41 | 0% | 3 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Normalyze, from 10 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- forcepoint.com: 9
- cybersecuritynews.com: 7
- c2datatechnology.com: 6
- ciopages.com: 6
- cpl.thalesgroup.com: 6
- csoonline.com: 6
- aimultiple.com: 5
- upwind.io: 5
- g2.com: 4
- orca.security: 4

### Pages cited

- https://forcepoint.com/blog/insights/best-dspm-tools: 7
- https://c2datatechnology.com/blog/best-dspm-vendors-2026: 6
- https://csoonline.com/article/2075321/top-12-data-security-posture-management-tools.html: 6
- https://aimultiple.com/dspm-vendors: 5
- https://upwind.io/glossary/dspm-vendors: 5
- https://cpl.thalesgroup.com/sites/default/files/content/analyst_research/Omdia-Universe-Data-Security-Posture-Management-DSPM-2025-report.pdf: 4
- https://cybersecuritynews.com/best-dspm-tools: 4
- https://forcepoint.com/blog/insights/top-dspm-vendors: 4

## 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.