# Deepfence ThreatMapper: 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/deepfence-threatmapper

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cloud-native application protection](https://www.gane.ai/index/it/cloud/cloud-native-application-protection/index.md) | 0% | 37 | 0% | 1 |

## What the models said for it

- "Open-source stack (Trivy + Checkov + Prowler) or Deepfence" (Kimi K2, CNAPP)

## 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 | 1 | 0 | 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 Deepfence ThreatMapper, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- aikido.dev: 1
- azure.microsoft.com: 1
- bestdevops.com: 1
- cipherssecurity.com: 1
- comparitech.com: 1
- csoonline.com: 1
- cybersectools.com: 1
- dev.to: 1
- g2.com: 1
- github.com: 1

### Pages cited

- https://aikido.dev/: 1
- https://aikido.dev/landing/vulnerability-monitoring-platform: 1
- https://aikido.dev/pricing: 1
- https://azure.microsoft.com/en-in/pricing/details/defender-for-cloud: 1
- https://bestdevops.com/top-10-security-posture-management-cnapp-suites-features-pros-cons-comparison: 1
- https://cipherssecurity.com/best-cloud-security-cnapp-platforms-2026: 1
- https://comparitech.com/net-admin/best-cnapp: 1
- https://csoonline.com/article/573629/cnapp-buyers-guide-top-tools-compared.html: 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.