# TokenFi: 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/tokenfi

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Stablecoin platforms](https://www.gane.ai/index/finance/treasury/stablecoin-platforms/index.md) | 0% | 60 | 0% | 1 |

## What the models said for it

- "TokenFi suits companies interested in AI-driven treasury insights" (MiniMax M2.5, Stablecoin platforms)

## 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 | 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 | 1 | 0 | 0 | 1 |
| 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 TokenFi, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- airframe.ai: 1
- g2.com: 1
- muralpay.com: 1
- osl.com: 1
- photonpay.com: 1
- requestfinance.com: 1
- stablecoininsider.org: 1
- walletinvestor.com: 1

### Pages cited

- https://airframe.ai/product/muralpay-com/analysis: 1
- https://g2.com/products/mural-technologies-mural/reviews: 1
- https://muralpay.com/: 1
- https://osl.com/en/bits/article/best-enterprise-stablecoin-payment-platforms-comparison-review: 1
- https://photonpay.com/hk/blog/article/b2b-payment-gateway: 1
- https://requestfinance.com/blog/stablecoin-payment-platforms-compared-2026: 1
- https://stablecoininsider.org/best-invoicing-tools-that-support-stablecoin-payments: 1
- https://stablecoininsider.org/tag/b2b-stablecoin-payments: 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.