# AWS Secrets Manager: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 63 judge labels across 2 categories by 12 of 12 models. Page: https://it-ai-index.com/vendors/aws-secrets-manager/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Secrets management | 4% | 5 | 13% | 60 |
| Privileged access management | 0% | 24 | 33% | 3 |

## What the models said for it

- "If you're all-in on one cloud (e.g., AWS or Azure) → use that cloud's native manager (Secrets Manager or Key Vault) first. It's the fastest to adopt" (DeepSeek V4 Flash, Secrets)
- "Start with AWS Secrets Manager (if you are fully cloud-native) to keep things simple." (Qwen 3.7 Flash, Secrets)
- "if you're heavily invested in a single cloud provider, their native solution (AWS Secrets Manager, Azure Key Vault, or Google Cloud Secret Manager) may be simpler to adopt" (MiniMax M2.5, Secrets)
- "For organizations primarily on AWS ... AWS Secrets Manager provides native AWS integration and automatic rotation ... as the path of least resistance." (Claude Haiku 4.5, Secrets)

## And against it

- "AWS Secrets Manager, Azure Key Vault, and similar tools are fine in the right context, but they can create fragmentation and vendor coupling if you operate across multiple clouds." (Perplexity Sonar, Secrets)
- "when used as *exclusive* solutions - Caution: Tight coupling to one cloud provider makes multi-cloud or migration strategies difficult" (Kimi K2, Secrets)
- "AWS Secrets Manager is relatively expensive when scaling to thousands of individual secrets" (Gemini 3.5 Flash, Secrets)
- "can be more affordable for focused use cases, but they are not full broad PAM replacements" (Perplexity Sonar, PAM)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.