# Persona: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/finance/vendors/persona

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AML and transaction monitoring](https://www.gane.ai/index/finance/tax/aml-and-transaction-monitoring/index.md) | 0% | 38 | 0% | 2 |

## What the models said for it

- "Persona specializes in identity infrastructure and customizable decisioning engines." (Gemini 3.5 Flash, AML monitoring)
- "Most Flexible for Low Volume" (DeepSeek V4 Flash, AML monitoring)

## 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 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 Persona, from 4 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 3
- g2.com: 3
- softwareadvice.com: 3
- aws.amazon.com: 2
- fraudio.com: 2
- hyperverge.co: 2
- amlbot.com: 1
- amlwatcher.com: 1
- azakaw.com: 1
- bill.com: 1

### Pages cited

- https://g2.com/categories/anti-money-laundering: 2
- https://hyperverge.co/blog/best-transaction-monitoring-software: 2
- https://amlbot.com/: 1
- https://amlwatcher.com/blog/aml-software-vendors: 1
- https://amlwatcher.com/blog/aml-watcher-pricing-explained: 1
- https://amlwatcher.com/pricing: 1
- https://aws.amazon.com/marketplace/pp/prodview-cynvsxz2qpoxq: 1
- https://aws.amazon.com/marketplace/reviews/reviews-list/prodview-sx3vmfjorzrzw: 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.