# AWS-native: 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/aws-native

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Certificate lifecycle management](https://www.gane.ai/index/it/identity/certificate-lifecycle-management/index.md) | 0% | 42 | 0% | 1 |
| [Telemetry pipelines](https://www.gane.ai/index/it/operations/telemetry-pipelines/index.md) | 0% | 59 | 0% | 1 |

## What the models said for it

- "Google/AWS Native (if purely cloud)" (Qwen 3.7 Flash, Certificate 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 | 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 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| 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 AWS-native, from 1 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- akeyless.io: 1
- cotocus.com: 1
- g2.com: 1
- gane.ai/index: 1
- reddit.com: 1
- startwithidentity.com: 1
- theaiops.com: 1
- unsungltd.com: 1

### Pages cited

- https://akeyless.io/blog/blog-best-certificate-lifecycle-management-software: 1
- https://cotocus.com/blog/top-10-device-certificate-provisioning-tools-features-pros-cons-comparison: 1
- https://cotocus.com/blog/top-10-ssl-tls-certificate-authorities-tooling-features-pros-cons-comparison: 1
- https://g2.com/categories/certificate-lifecycle-management-clm: 1
- https://g2.com/discussions/what-certificate-lifecycle-management-clm-platforms-are-most-trusted-by-managers-at-general-business-based-on-user-reviews: 1
- https://www.gane.ai/index/it/identity/certificate-lifecycle-management/smb: 1
- https://reddit.com/r/sysadmin/comments/1tqbeq3/certificate_lifecycle_management_vendor_comparison: 1
- https://startwithidentity.com/articles/top-5-machine-identity-management-platforms: 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.