# Serviceware: 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/serviceware

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Transfer pricing](https://www.gane.ai/index/finance/tax/transfer-pricing/index.md) | 0% | 99 | 100% | 1 |

## And against it

- "Likely excessive for a budget-constrained company unless transaction volume and compliance complexity are high." (Perplexity Sonar, 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| 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 Serviceware, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- f6s.com: 1
- featuredcustomers.com: 1
- g2.com: 1
- getsphere.com: 1
- guideflow.com: 1
- serviceware-se.com: 1
- slashdot.org: 1
- softwareadvice.com: 1
- sourceforge.net: 1
- usecaribou.com: 1

### Pages cited

- https://f6s.com/software/category/transfer-pricing: 1
- https://featuredcustomers.com/software/transfer-pricing-software: 1
- https://g2.com/products/mytransferpricing/competitors/alternatives: 1
- https://getsphere.com/blog/best-transfer-pricing-software-for-compliance: 1
- https://guideflow.com/blog/transfer-pricing-software: 1
- https://serviceware-se.com/en/solutions/it-financial-management/transfer-pricing: 1
- https://slashdot.org/software/transfer-pricing: 1
- https://softwareadvice.com/product/451151-Transfer-Pricing: 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.