# Validato: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/it/vendors/validato

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Breach and attack simulation](https://www.gane.ai/index/it/security/breach-and-attack-simulation/index.md) | 0% | 18 | 0% | 9 |

## What the models said for it

- "pricing aimed at mid-market security programs with standout strengths in simplicity, safe defaults, and mid-market economics" (Claude Haiku 4.5, BAS)
- "Validato positions for mid-market teams wanting safe-by-design simulations built around MITRE ATT&CK scenarios" (Claude Haiku 4.5, BAS)
- "Validato if the company has a lean security team and wants guided, MITRE ATT&CK-based simulations" (Perplexity Sonar, BAS)
- "making it a good fit for companies that need continuous validation" (Mistral Small, BAS)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 2 | 0 | 2 |
| 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 Validato, from 16 of the 16 answers that named it (only the models that return a source list).

### Domains cited

- sourceforge.net: 7
- startupstash.com: 7
- csoonline.com: 6
- cyberpress.org: 6
- g2.com: 6
- socradar.io: 5
- attackiq.com: 4
- gane.ai/index: 4
- guideflow.com: 4
- topbusinesssoftware.com: 4

### Pages cited

- https://csoonline.com/article/2132289/breach-and-attack-simulation-tools.html: 6
- https://cyberpress.org/breach-attack-simulation-tools-review: 6
- https://startupstash.com/best-breach-and-attack-simulation-tools: 6
- https://socradar.io/blog/top-10-breach-and-attack-simulation-bas-software-2024: 5
- https://cyberpress.org/breach-and-attack-simulation-tools: 4
- https://g2.com/categories/breach-and-attack-simulation-bas: 4
- https://appsecure.security/blog/best-breach-and-attack-simulation-companies: 3
- https://attackiq.com/solutions/security-control-validation: 3

## 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.