# Azure AI Content Safety: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/azure-ai-content-safety

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 45 | 0% | 3 |
| [AI governance platforms](https://www.gane.ai/index/it/it-data/ai-governance-platforms/index.md) | 0% | 99 | 0% | 1 |

## What the models said for it

- "Help defend your AI systems against this emerging threat with Azure AI Content Safety, featuring Prompt Shields" (Muse Glimmer 30B, AI security)
- "Cloud Provider Native Guardrails (Azure AI Content Safety / AWS Bedrock Guardrails)" (Gemini 3.5 Flash, AI security)
- "Azure if you're in the Microsoft ecosystem" (Grok 4.20, AI security)

## 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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| 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 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Azure AI Content Safety, from 5 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- aimultiple.com: 2
- checkpoint.com: 2
- acronis.com: 1
- agility-at-scale.com: 1
- akamai.com: 1
- arxiv.org: 1
- azure.microsoft.com: 1
- beazley.security: 1
- bigid.com: 1
- cloudeagle.ai: 1

### Pages cited

- https://acronis.com/en/blog/posts/ai-security-solutions-what-they-are-and-how-to-choose-one: 1
- https://agility-at-scale.com/ai/governance/ai-governance-tools-and-technology: 1
- https://aimultiple.com/ai-governance-tools: 1
- https://aimultiple.com/llm-security-tools: 1
- https://akamai.com/blog/security/3-key-areas-focus-evaluating-ai-security: 1
- https://arxiv.org/pdf/2411.11895: 1
- https://arxiv.org/pdf/2607.03516: 1
- https://azure.microsoft.com/en-us/blog/enhance-ai-security-with-azure-prompt-shields-and-azure-ai-content-safety: 1

## In its own words

What Azure AI Content Safety's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.


## 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.