# Pay Transparency Analyzer: 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/hr/vendors/pay-transparency-analyzer

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Pay equity](https://www.gane.ai/index/hr/rewards/pay-equity/index.md) | 0% | 47 | 0% | 1 |

## What the models said for it

- "If you use Workday:* Look at Pay Transparency Analyzer (by Kainos) which is built-in." (Qwen 3.7 Flash, Pay equity)

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

### Domains cited

- compup.io: 1
- featuredcustomers.com: 1
- hr.software: 1
- hrtechsaas.com: 1
- workday.com: 1

### Pages cited

- https://compup.io/blogs/7-best-compensation-planning-and-pay-transparency-software: 1
- https://featuredcustomers.com/software/pay-transparency-software: 1
- https://hr.software/best-payroll/pay-transparency-compliance-tools: 1
- https://hrtechsaas.com/blog/best-pay-transparency-compliance-software: 1
- https://workday.com/en-us/products/human-resource-management/pay-transparency.html: 1

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.