# Evolv Technologies: 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/evolv-technologies

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 196 | 100% | 1 |

## And against it

- "Avoid Evolv Technologies for AI screening claims given the FTC action." (Kimi K2, AI security)

## 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 | 1 | 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 Evolv Technologies, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- annagueymccann.com: 1
- cimento.ai: 1
- csoonline.com: 1
- cxtoday.com: 1
- elephas.app: 1
- f5.com: 1
- faccnyc.org: 1
- ftc.gov: 1
- gane.ai/index: 1
- ibm.com: 1

### Pages cited

- https://annagueymccann.com/ftc-v-evolv-technologies-a-cautionary-tale-about-marketing-and-ai-washing: 1
- https://cimento.ai/articles/2026-ciso-guide-evaluating-ai-security-platforms: 1
- https://csoonline.com/article/567063/11-questions-to-ask-before-buying-ai-enabled-security-software.html: 1
- https://cxtoday.com/ai-security-and-customer-data-risks-feature-in-big-tech-results: 1
- https://cxtoday.com/cybersecurity-roundup-who-controls-the-data-identity-and-ai-agents-is-the-new-battleground: 1
- https://elephas.app/resources/ai-security-incidents: 1
- https://f5.com/resources/white-papers/evaluating-enterprise-ai-security: 1
- https://faccnyc.org/member-news/in-cybersecurity-ai-powered-has-stopped-being-an-argument-by-itself: 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.