# RoyaltyRange: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/finance/vendors/royaltyrange

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Transfer pricing](https://www.gane.ai/index/finance/tax/transfer-pricing/index.md) | 0% | 23 | 0% | 5 |

## What the models said for it

- "Choose RoyaltyRange if your primary pain point is finding accurate comparable data for IP or service fees." (GLM 4.7 FlashX, Transfer pricing)
- "Best if your B2B company licenses intellectual property (IP), software, or intangibles cross-border" (Gemini 3.5 Flash, Transfer pricing)
- "Choose Orbis or RoyaltyRange if you are setting up new internal policies" (Gemini 3.5 Flash, Transfer pricing)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| 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 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| 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 RoyaltyRange, from 14 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- sourceforge.net: 9
- guideflow.com: 8
- intrapricing.com: 8
- findalternatives.net: 7
- sigmadax.com: 7
- topbusinesssoftware.com: 6
- transferpricingtools.com: 5
- usecaribou.com: 5
- gartner.com: 4
- getsphere.com: 4

### Pages cited

- https://guideflow.com/blog/transfer-pricing-software: 8
- https://findalternatives.net/categories/transfer-pricing: 7
- https://sigmadax.com/best/transfer-pricing-software: 7
- https://intrapricing.com/blog/top-10-transfer-pricing-documentation-software-tools-in-2026: 6
- https://topbusinesssoftware.com/categories/transfer-pricing: 5
- https://usecaribou.com/blog/best-transfer-pricing-software: 5
- https://getsphere.com/blog/best-transfer-pricing-software-for-compliance: 4
- https://sourceforge.net/software/transfer-pricing/for-small-business: 4

## In its own words

What RoyaltyRange's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: A data provider with 4 professional databases covering Royalty rates, Service fees, Loan rates, Companies' financials. (https://royaltyrange.com/)
- For: Transfer pricing professionals and users needing comparables data for IP valuation, technology transfer & licensing, patent box, audit, private equity & venture capital, M&A, government and research. (https://royaltyrange.com/)
- Price stated: Client-oriented pricing (https://royaltyrange.com/)
- Free plan or trial: trial access (https://royaltyrange.com/)
- Customers named: EY, Capital Law, KPMG, PYA, Barzanò & Zanardo, BDO US, Deloitte, FAS AG

## What it publishes

Every page royaltyrange.com exposes, read 2026-10-05: 568 addresses. By kind, pages and the last 90 days:

- blog: 43 pages, 0 in the last 90 days, latest 2024-12-17
- webinar or virtual event: 2 pages, 0 in the last 90 days, latest 2018-11-15
- conference or event: 100 pages, 0 in the last 90 days, latest 2026-06-17
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 1 pages, 0 in the last 90 days, latest 2021-02-15
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 12 pages, 0 in the last 90 days, latest 2021-09-15
- news or press: 207 pages, 1 in the last 90 days, latest 2026-07-28
- Recent: 2026-07-28 news or press: Accelerating transfer pricing benchmarking with ai https://www.royaltyrange.com/news/accelerating-transfer-pricing-benchmarking-with-ai/
- Recent: 2026-06-17 conference or event: Visit our booth at 30th general assembly of iota https://www.royaltyrange.com/events/visit-our-booth-at-30th-general-assembly-of-iota/
- Recent: 2026-06-16 conference or event: Visit our booth and meet the team at tp minds international 2026 https://www.royaltyrange.com/events/visit-our-booth-and-meet-the-team-at-tp-minds-international-2026/
- Recent: 2026-06-09 conference or event: Royaltyrange at the 30th general assembly of iota https://www.royaltyrange.com/events/royaltyrange-at-the-30th-general-assembly-of-iota/
- Recent: 2026-05-20 conference or event: Royaltyrange is an associate partner at tp minds international 2026 https://www.royaltyrange.com/events/royaltyrange-is-an-associate-partner-at-tp-minds-international-2026/
- Recent: 2026-05-07 conference or event: Royaltyrange at ai dev 26 event https://www.royaltyrange.com/events/royaltyrange-at-ai-dev-26-event/

## 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.