# Featurespace ARIC™ Risk Hub: 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/finance/vendors/featurespace-aric-risk-hub

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce fraud prevention](https://www.gane.ai/index/finance/receivables/ecommerce-fraud-prevention/index.md) | 0% | 39 | 0% | 1 |

## What the models said for it

- "If you need AML/compliance automation and continuous behavioural profiling ... evaluate Featurespace ARIC Risk Hub" (Muse Glimmer 30B, Ecommerce fraud)

## 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 | 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 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Featurespace ARIC™ Risk Hub, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- chiefexecutive.net: 1
- comparitech.com: 1
- deloitte.com: 1
- ecm.capitalone.com: 1
- eps.edenred.com: 1
- fraud.net: 1
- g2.com: 1
- kyriba.com: 1
- paymentbrief.com: 1
- paymentsandrisk.com: 1

### Pages cited

- https://chiefexecutive.net/b2b-payments-fraud-staying-ahead-of-emerging-threats: 1
- https://comparitech.com/net-admin/best-fraud-detection-software: 1
- https://deloitte.com/content/dam/assets-zone3/us/en/docs/industries/financial-services/2024/us-fsi-b2b-payments-untapped-opportunity.pdf: 1
- https://ecm.capitalone.com/WCM/commercial/insights/b2bpayments-b2bwhitepaper.pdf: 1
- https://eps.edenred.com/blog/top-fraud-detection-tools: 1
- https://fraud.net/resources/best-ai-fraud-detection-payments-software: 1
- https://fraud.net/resources/best-ai-tools-for-preventing-payment-fraud: 1
- https://g2.com/compare/forter-vs-sift-s-ai-powered-fraud-decisioning-platform-sift: 1

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.