# Exposure Command: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/exposure-command

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Container and Kubernetes security](https://www.gane.ai/index/it/cloud/container-and-kubernetes-security/index.md) | 0% | 44 | 0% | 2 |
| [Vulnerability management platforms](https://www.gane.ai/index/it/security/vulnerability-management-platforms/index.md) | 0% | 27 | 0% | 2 |

## What the models said for it

- "Choose Rapid7 when remediation workflows, ownership, and SLA management matter most." (Perplexity Sonar, Vuln management)
- "Best for mid-market." (Muse Glimmer 30B, Vuln management)

## 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 | 1 | 0 | 0 | 1 |
| 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 | 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 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Exposure Command, from 12 of the 12 answers that named it (only the models that return a source list).

### Domains cited

- vicarius.io: 7
- ciopages.com: 6
- axis-intelligence.com: 5
- edgewisely.com: 5
- tenable.com: 5
- motadata.com: 4
- ninjaone.com: 4
- pdq.com: 4
- action1.com: 3
- checkmarx.com: 3

### Pages cited

- https://ciopages.com/buyer-guides/vulnerability-management: 6
- https://axis-intelligence.com/best-vulnerability-management-tools-tested: 5
- https://edgewisely.com/top-7-vulnerability-management-tools-2026: 5
- https://motadata.com/blog/vulnerability-management-tools: 4
- https://ninjaone.com/blog/best-vulnerability-management-tools: 4
- https://pdq.com/blog/best-vulnerability-management-tools: 4
- https://action1.com/blog/best-vulnerability-remediation-tools-software-in-2026: 3
- https://complyjet.com/blog/best-vulnerability-management-tools: 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.