# Parameter Store: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/parameter-store

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Secrets management](https://www.gane.ai/index/it/identity/secrets-management/index.md) | 0% | 19 | 0% | 2 |

## What the models said for it

- "Parameter Store can be a low-cost fit for straightforward secrets that don't need rotation" (GPT-6 Luna, Secrets)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 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 Parameter Store, from 5 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- infisical.com: 3
- startwithidentity.com: 3
- akeyless.io: 2
- aws.amazon.com: 2
- cloud.google.com: 2
- aembit.io: 1
- apono.io: 1
- cipherssecurity.com: 1
- costbench.com: 1
- cybersecuritynews.com: 1

### Pages cited

- https://aws.amazon.com/blogs/security/how-to-choose-the-right-aws-service-for-managing-secrets-and-configurations: 2
- https://cloud.google.com/secret-manager/pricing: 2
- https://aembit.io/blog/best-practices-for-secrets-management-in-the-cloud: 1
- https://aembit.io/blog/ranking-the-top-secrets-management-tools-and-alternatives-in-2026: 1
- https://akeyless.io/blog/a-hashicorp-vault-alternative-how-akeyless-simplifies-your-security-and-cuts-costs: 1
- https://akeyless.io/blog/top-5-non-human-identity-management-tools-for-2026: 1
- https://akeyless.io/pricing: 1
- https://akeyless.io/resources/category/compare: 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.