# Tenable Cloud Security: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 29 judge labels across 5 categories by 13 of 14 models. Page: https://www.gane.ai/index/it/vendors/tenable-cloud-security

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cloud security posture management](https://www.gane.ai/index/it/cloud/cloud-security-posture-management/index.md) | 0% | 12 | 20% | 15 |
| [Cloud-native application protection](https://www.gane.ai/index/it/cloud/cloud-native-application-protection/index.md) | 0% | 18 | 10% | 10 |
| [Container and Kubernetes security](https://www.gane.ai/index/it/cloud/container-and-kubernetes-security/index.md) | 0% | 36 | 0% | 2 |
| [Data security posture management](https://www.gane.ai/index/it/security/data-security-posture-management/index.md) | 0% | 86 | 0% | 1 |
| [Vulnerability management platforms](https://www.gane.ai/index/it/security/vulnerability-management-platforms/index.md) | 0% | 67 | 0% | 1 |

## What the models said for it

- "Strengthens vulnerability management capabilities with cloud context; ideal for existing Tenable customers." (DeepSeek V4 Flash, CSPM)
- "Choose Tenable Cloud Security when cloud security should feed an existing exposure-management program." (Perplexity Sonar, CSPM)
- "instead look at integrated platforms like Tenable Cloud Security or alternative native CNAPPs" (Gemini 3.5 Flash, Container security)
- "Choose Tenable Cloud Security if you're running an exposure-management program" (GLM 4.7 FlashX, CSPM)

## And against it

- "Highest caution flag ... Who should avoid: Teams that need a single, comprehensive CSPM platform" (DeepSeek V4 Flash, CSPM)
- "older versions of broader security suites (e.g., some from Qualys, Rapid7, or Tenable if not updated)" (Grok 4.20, CSPM)
- "it is described as a "specialty pick" rather than a full-platform leader" (Qwen 3.7 Flash, CSPM)
- "Strong CIEM + identity focus; good mid-market fit | Not a pureplay CNAPP" (DeepSeek V4 Flash, CNAPP)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 0 | 2 | 1 | 3 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 2 | 4 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 0 | 2 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 5 | 0 | 5 |

## Sources returned with these answers

The sites and pages cited by the answers that named Tenable Cloud Security, from 53 of the 59 answers that named it (only the models that return a source list).

### Domains cited

- csoonline.com: 34
- peerspot.com: 22
- g2.com: 21
- orca.security: 16
- techrepublic.com: 16
- cybersecuritynews.com: 14
- paloaltonetworks.com: 14
- intruder.io: 12
- cloudaware.com: 11
- comparitech.com: 11

### Pages cited

- https://csoonline.com/article/657138/how-to-choose-the-best-cloud-security-posture-management-tools.html: 24
- https://techrepublic.com/article/best-cspm-tools: 15
- https://orca.security/resources/blog/best-cspm-tools: 13
- https://intruder.io/blog/8-best-cspm-tools: 12
- https://peerspot.com/categories/cloud-security-posture-management-cspm: 12
- https://cybersecuritynews.com/best-cspm-tools: 10
- https://g2.com/categories/cloud-security-posture-management-cspm: 10
- https://comparitech.com/net-admin/best-cnapp: 9

## In its own words

What Tenable Cloud Security's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: can be purchased alone or as part of the Tenable One Exposure Management Platform package (https://docs.tenable.com/cloud-security.htm)
- For: aziende di piccole e grandi dimensioni (https://it.tenable.com/cloud-security/pricing)
- Price stated: i prezzi di Tenable, basati sugli asset, sono flessibili e scalabili man mano che le esigenze ambientali cambiano (https://it.tenable.com/cloud-security/pricing)
- Free plan or trial: Prova gratuita (https://it.tenable.com/cloud-security/evaluate)

## 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.