# Arthur AI: 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/arthur-ai

## 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% | 32 | 0% | 4 |

## What the models said for it

- "Best For: Financial services and insurance companies needing production model monitoring and fairness validation" (Kimi K2, AI governance)
- "Strong real-time guardrails against prompt injection, PII leakage, and output hallucination" (Gemini 3.5 Flash, AI governance)
- "Specializes in monitoring, bias detection, and performance tracking" (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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 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 | 1 | 0 | 0 | 1 |
| 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 Arthur AI, from 9 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- superblocks.com: 5
- aimultiple.com: 4
- github.com: 4
- gane.ai/index: 3
- getapp.com: 3
- infomineo.com: 3
- agility-at-scale.com: 2
- aicompliancevendors.com: 2
- apono.io: 2
- arthur.ai: 2 (its own site)

### Pages cited

- https://aimultiple.com/ai-governance-tools: 4
- https://getapp.com/all-software/ai-governance-tools/org/small-business: 3
- https://github.com/aglio-lab/ai-governance-tools/blob/main/README.md: 3
- https://infomineo.com/artificial-intelligence/best-ai-governance-tools-in-2026-top-platforms-compared: 3
- https://superblocks.com/blog/ai-governance-solutions: 3
- https://agility-at-scale.com/ai/governance/ai-governance-tools-and-technology: 2
- https://apono.io/blog/top-ai-governance-tools-by-category: 2
- https://arthur.ai/pricing: 2

## In its own words

What Arthur AI's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI governance for everyone (https://arthur.ai/)
- For: security, finance, and the teams shipping AI (https://arthur.ai/)
- Customers named: Axios, Upsolve, Expel

## What it publishes

Every page arthur.ai exposes, read 2026-10-05: 140 addresses. By kind, pages and the last 90 days:

- report or ebook: 2 pages, 0 in the last 90 days, latest undated

## 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.