# Monitaur: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/it/vendors/monitaur

## 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% | 33 | 0% | 4 |

## What the models said for it

- "making it ideal for banks, insurers, and healthcare organizations with model risk management requirements" (Claude Haiku 4.5, AI governance)
- "Choose ModelOp or Monitaur for formal model-risk management in regulated sectors." (Perplexity Sonar, AI governance)
- "Best for Regulated B2B Verticals (Fintech, Healthtech, Insurtech): Monitaur" (Gemini 3.5 Flash, AI governance)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Monitaur, from 15 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- superblocks.com: 8
- firefly.ai: 6
- upguard.com: 6
- domo.com: 5
- gartner.com: 5
- pillar.security: 5
- bigid.com: 4
- getmaxim.ai: 4
- optro.ai: 4
- aimultiple.com: 3

### Pages cited

- https://firefly.ai/academy/ai-governance-platforms: 6
- https://upguard.com/blog/best-ai-governance-platforms: 6
- https://domo.com/learn/article/ai-governance-tools: 5
- https://gartner.com/reviews/market/ai-governance-platforms: 5
- https://pillar.security/blog/best-ai-governance-platforms-2026: 5
- https://superblocks.com/blog/ai-governance-solutions: 5
- https://bigid.com/blog/ai-governance-tools-for-enterprises: 4
- https://optro.ai/blog/best-ai-governance-software: 4

## 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.