# Google Cloud Responsible AI or Vertex AI governance tools: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/google-cloud-responsible-ai-or-vertex-ai-governance-tools

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI governance platforms](https://www.gane.ai/index/it/it-data/ai-governance-platforms/index.md) | 0% | 143 | 100% | 1 |

## And against it

- "Watch for ecosystem lock-in and concerns around data usage in training" (Grok 4.20, AI governance)

## 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 | 1 | 1 |
| 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 | 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 Google Cloud Responsible AI or Vertex AI governance tools, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- aimultiple.com: 1
- anaconda.com: 1
- asean.org: 1
- floridabar.org: 1
- governanceinstitute.com.au: 1
- ibm.com: 1
- itweb.co.za: 1
- link.springer.com: 1
- microsoft.com: 1
- pillar.security: 1

### Pages cited

- https://aimultiple.com/ai-governance-tools: 1
- https://anaconda.com/guides/ai-governance-platform-trust: 1
- https://asean.org/wp-content/uploads/2024/02/ASEAN-Guide-on-AI-Governance-and-Ethics_beautified_201223_v2.pdf: 1
- https://floridabar.org/the-florida-bar-journal/ai-governance-is-becoming-a-business-law-imperative-in-floridas-emerging-technology-economy-why-florida-businesses-should-move-from-ai-experimentation-to-accountable-ai-oversight: 1
- https://governanceinstitute.com.au/app/uploads/2024/09/GovInst-AI-Whitepaper.pdf: 1
- https://ibm.com/think/insights/10-ai-dangers-and-risks-and-how-to-manage-them: 1
- https://itweb.co.za/article/when-ai-gets-it-wrong-why-governance-can-no-longer-be-an-afterthought/Pero3qZ3VajvQb6m: 1
- https://link.springer.com/content/pdf/10.1007/s43681-024-00653-w.pdf: 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.