# Payroc: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/finance/vendors/payroc

## 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% | 44 | 0% | 3 |

## 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 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| 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 Payroc, from 11 of the 11 answers that named it (only the models that return a source list).

### Domains cited

- fintechspecs.com: 9
- sourceforge.net: 7
- platforms.globalpayments.com: 5
- stripe.com: 5
- whop.com: 5
- docs.stripe.com: 4
- g2.com: 4
- developer.paysafe.com: 3
- fiska.com: 3
- marketintelo.com: 3

### Pages cited

- https://fintechspecs.com/blog/embedded-payments-providers-b2b-saas: 7
- https://whop.com/blog/embedded-payments-platforms: 4
- https://developer.paysafe.com/en/payfac-as-a-service: 3
- https://docs.stripe.com/connect: 3
- https://platforms.globalpayments.com/: 3
- https://adyen.com/knowledge-hub/embedded-finance: 2
- https://adyen.com/platform-payments: 2
- https://chargeforward.io/learn/guides/embedded-payments/vendor-deep-dive: 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.