# Amazon GuardDuty: how AI models rank it, November 2026

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

## 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% | 33 | 0% | 1 |
| [Threat intelligence platforms](https://www.gane.ai/index/it/security/threat-intelligence-platforms/index.md) | 0% | 82 | 0% | 1 |

## What the models said for it

- "Billed based on actual usage ... You only pay for what you use with zero upfront software commitment." (Gemini 3.5 Flash, 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 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 |
| 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 Amazon GuardDuty, from 17 of the 21 answers that named it (only the models that return a source list).

### Domains cited

- spotsaas.com: 11
- b2breviews.com: 9
- softwareadvice.com: 7
- comparitech.com: 4
- expertinsights.com: 4
- g2.com: 4
- reddit.com: 4
- cyble.com: 3
- guptadeepak.com: 3
- irmcon.com: 3

### Pages cited

- https://spotsaas.com/list/threat-intelligence-software/for-small-business: 11
- https://b2breviews.com/threat-intelligence-platforms: 9
- https://softwareadvice.com/security/threat-intelligence-comparison/small-business: 7
- https://comparitech.com/net-admin/best-threat-intelligence-platforms: 4
- https://cyble.com/knowledge-hub/top-best-threat-intelligence-platforms: 3
- https://irmcon.com/marketplace/threat-intelligence: 3
- https://ismalicious.com/solutions/smb: 3
- https://vectra.ai/topics/threat-intelligence-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.