# Ratio Boost or Hokodo: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/finance/vendors/ratio-boost-or-hokodo

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [B2B BNPL and net terms](https://www.gane.ai/index/finance/receivables/b2b-bnpl-and-net-terms/index.md) | 0% | 35 | 0% | 1 |

## What the models said for it

- "(Niche for Custom/Embedded Finance on a Budget)" (Grok 4.20, B2B BNPL and terms)

## 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 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 Ratio Boost or Hokodo, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- backd.com: 1
- billed.app: 1
- cbinsights.com: 1
- cs-cart.com: 1
- g2.com: 1
- mondu.ai: 1
- quickbooks.intuit.com: 1
- ratiotech.com: 1
- reliabills.com: 1
- solidgate.com: 1

### Pages cited

- https://backd.com/blog/buy-now-pay-later-for-business: 1
- https://billed.app/hub/online-payments/bnpl-for-b2b: 1
- https://cbinsights.com/esp/financial-services/payments-tech/buy-now-pay-later-(bnpl)-%E2%80%94-b2b-payments: 1
- https://cs-cart.com/blog/b2b-bnpl: 1
- https://g2.com/categories/installment-payment-and-buy-now-pay-later-bnpl: 1
- https://mondu.ai/blog/best-b2b-bnpl-providers-europe: 1
- https://quickbooks.intuit.com/r/payments/b2b-bnpl: 1
- https://ratiotech.com/blog/comparing-b2b-bnpl-providers: 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.