# Google Secret Manager: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 31 judge labels across 1 categories by 12 of 12 models. Page: https://it-ai-index.com/vendors/google-secret-manager/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Secrets management | 0% | 10 | 10% | 31 |

## What the models said for it

- "their native solution (AWS Secrets Manager, Azure Key Vault, or Google Cloud Secret Manager) may be simpler to adopt" (MiniMax M2.5, Secrets)
- "Best for Google Cloud users who want a simpler, cloud-native way to store and manage secrets with versioning" (GPT-5.4 mini, Secrets)
- "If you are Cloud-Native: Use the Native Cloud Service (AWS/Azure/GCP) to avoid third-party costs." (Qwen 3.7 Flash, Secrets)
- "| Google Cloud Secret Manager | GCP environments | Native Google Cloud integration |" (MiniMax M2.5, Secrets)

## And against it

- "Caution: Tight coupling to one cloud provider makes multi-cloud or migration strategies difficult" (Kimi K2, Secrets)
- "they lack polished developer workflows, fail to provide a cohesive local development experience" (Gemini 3.5 Flash, Secrets)
- "their dashboards are notoriously clunky for developers" (Gemini 3.5 Flash, Secrets)

## 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.