# Qonto: how AI models rank it, September 2026

Finance AI Recommendation Index, September 2026 Edition. Named in 6 judge labels across 2 categories by 5 of 12 models. Page: https://finance-ai-index.com/vendors/qonto/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Cash flow forecasting | 0% | 28 | 0% | 4 |
| Business banking | 0% | 26 | 0% | 2 |

## What the models said for it

- "This is a free business account for freelancers and solo self-employed individuals" (Mistral Small, Business banking)
- "The Best for European Mid-Market: Qonto ... is the top challenger." (GLM 4.7 FlashX, Business banking)
- "Choose Qonto if you’re on the lower end of the mid‑market" (MiniMax M2.5, Cash flow forecasting)
- "EU-based with daily ops focus ... Less forecasting depth." (Grok 4.1 Fast, Cash flow forecasting)

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, September 2026 Edition, finance-ai-index.com.