# Exact Payments: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/finance/vendors/exact-payments

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded payments platforms](https://www.gane.ai/index/finance/receivables/embedded-payments-platforms/index.md) | 2% | 9 | 0% | 3 |

## What the models said for it

- "For the most budget-conscious approach, free platforms like Exact Payments or Sola Payments are worth evaluating" (Claude Haiku 4.5, Embedded payments)
- "a highly scalable and easy-to-integrate solution" (Llama 4 Maverick, Embedded payments)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| 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 | 1 | 1 | 0 | 2 |
| 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 Exact Payments, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- slashdot.org: 4
- guideflow.com: 2
- itechguides.com: 2
- lendflow.com: 2
- sourceforge.net: 2
- whop.com: 2
- connectpay.com: 1
- emilyman.substack.com: 1
- en.wikipedia.org: 1
- faqprime.com: 1

### Pages cited

- https://slashdot.org/software/embedded-payments/f-small-business: 3
- https://guideflow.com/blog/embedded-payments-software: 2
- https://itechguides.com/best/embedded-payments-platforms: 2
- https://lendflow.com/post/best-embedded-finance-platforms: 2
- https://whop.com/blog/embedded-payments-platforms: 2
- https://connectpay.com/blog/best-payment-processing-for-small-business: 1
- https://connectpay.com/blog/embedded-finance-providers: 1
- https://emilyman.substack.com/p/embedded-fintech-which-financial: 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.