# Royalty Range: 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/royalty-range

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Transfer pricing](https://www.gane.ai/index/finance/tax/transfer-pricing/index.md) | 0% | 55 | 0% | 1 |

## What the models said for it

- "Instead, use Royalty Range or RoyaltyStat. They offer pay-per-search" (Gemini 3.5 Flash, Transfer pricing)

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

### Domains cited

- aibidia.com: 1
- getsphere.com: 1
- gitnux.org: 1
- guideflow.com: 1
- intrapricing.com: 1
- marketplace.workiva.com: 1
- mytransferpricing.com: 1
- transferpricingtools.com: 1
- usecaribou.com: 1

### Pages cited

- https://aibidia.com/blog/top-3-transfer-pricing-technology-trends: 1
- https://getsphere.com/blog/best-transfer-pricing-software-for-compliance: 1
- https://gitnux.org/best/transfer-pricing-software: 1
- https://guideflow.com/blog/transfer-pricing-software: 1
- https://intrapricing.com/blog/top-10-transfer-pricing-documentation-software-tools-in-2026: 1
- https://intrapricing.com/blog/top-10-transfer-pricing-documentation-tools-in-2025: 1
- https://marketplace.workiva.com/en-us/services/taxtimbre-smart-transfer-pricing-solutions: 1
- https://mytransferpricing.com/: 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.