# AWS KMS: 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-kms

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Non-human identity management](https://www.gane.ai/index/it/identity/non-human-identity-management/index.md) | 0% | 76 | 0% | 1 |
| [Secrets management](https://www.gane.ai/index/it/identity/secrets-management/index.md) | 0% | 34 | 0% | 1 |

## 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 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named AWS KMS, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- aembit.io: 1
- aws.amazon.com: 1 (its own site)
- cybersectools.com: 1
- developer.hashicorp.com: 1
- docs.aembit.io: 1
- docs.aws.amazon.com: 1 (its own site)
- docs.axonius.com: 1
- docs.cloud.google.com: 1
- docs.doppler.com: 1
- entro.security: 1

### Pages cited

- https://aembit.io/: 1
- https://aembit.io/aembit-non-human-identity-and-access-management: 1
- https://aembit.io/blog/announcing-aembit-workload-identity-and-access-management: 1
- https://aembit.io/resources/aembit-iam-for-agentic-ai: 1
- https://aws.amazon.com/marketplace/pp/prodview-eohiceawbrsba: 1
- https://aws.amazon.com/marketplace/seller-profile: 1
- https://cybersectools.com/categories/non-human-identity: 1
- https://developer.hashicorp.com/vault/docs/secrets: 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.