# Circle's CPN / Managed Payments: 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/circle-s-cpn-managed-payments

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Stablecoin platforms](https://www.gane.ai/index/finance/treasury/stablecoin-platforms/index.md) | 2% | 17 | 0% | 1 |

## What the models said for it

- "the safest default recommendation is Circle's CPN / Managed Payments" (GPT-5.4 mini, Stablecoin platforms)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| 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 | 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 Circle's CPN / Managed Payments, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- circle.com: 1
- fireblocks.com: 1
- info.fireblocks.com: 1

### Pages cited

- https://circle.com/cpn/managed-payments: 1
- https://fireblocks.com/report/compare-b2b-payments-infrastructure: 1
- https://info.fireblocks.com/hubfs/Fireblocks%20-%20Insights%20for%20buyers%20-%20FXC%20Stablecoin%20Payments%20Infrastructure%20-%2020260302.pdf: 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.