# Mangopay: 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/finance/vendors/mangopay

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded payments platforms](https://www.gane.ai/index/finance/receivables/embedded-payments-platforms/index.md) | 0% | 27 | 0% | 4 |

## What the models said for it

- "Best For: European marketplaces, crowdfunding sites, and platforms with complex escrow or wallet requirements." (Gemini 3.5 Flash, Embedded payments)
- "Choose Mangopay for marketplace wallets, escrow-like flows, and split payments, particularly in Europe." (Perplexity Sonar, Embedded payments)
- "If you're focused on European marketplaces with escrow needs: Mangopay or Mollie are strong options." (DeepSeek V4 Flash, Embedded payments)
- "look at Mangopay for wallet-heavy marketplace flows" (GPT-6 Luna, Embedded payments)

## 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 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Mangopay, from 8 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- stripe.com: 5
- whop.com: 5
- embeddedfinanceindex.com: 4
- finix.com: 4
- guideflow.com: 4
- adyen.com: 3
- usio.com: 3
- 85ideas.com: 2
- airwallex.com: 2
- chargeforward.io: 2

### Pages cited

- https://embeddedfinanceindex.com/categories/embedded-payments: 4
- https://guideflow.com/blog/embedded-payments-software: 4
- https://whop.com/blog/embedded-payments-platforms: 4
- https://adyen.com/platform-payments: 3
- https://finix.com/who-we-serve/software-platforms: 3
- https://usio.com/the-top-8-embedded-payment-processors-of-2026: 3
- https://whop.com/blog/embedded-payments: 3
- https://85ideas.com/blog/top-embedded-payment-platforms-delivering-seamless-customer-experiences-in-2025: 2

## 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.