# novro-pay-equity: 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/novro-pay-equity

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Pay equity](https://www.gane.ai/index/hr/rewards/pay-equity/index.md) | 0% | 59 | 0% | 1 |

## What the models said for it

- "open-source calculation engine for pay equity and salary reviews" (Grok 4.20, 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 | 1 | 0 | 0 | 1 |
| 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 novro-pay-equity, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- compensationtools.net: 2
- getapp.com: 2
- github.com: 2
- peoplemanagingpeople.com: 2
- salary.com: 2
- sourceforge.net: 2
- effy.ai: 1
- figures.hr: 1
- g2.com: 1
- gusto.com: 1

### Pages cited

- https://compensationtools.net/best-pay-equity-software: 2
- https://getapp.com/hr-employee-management-software/compensation-management/p/open-source: 2
- https://github.com/ishandutta2007/Awesome-Compensation-Review-Software: 2
- https://github.com/topics/pay-equity: 2
- https://peoplemanagingpeople.com/tools/best-pay-equity-software: 2
- https://salary.com/online-store/product/pay-equity: 2
- https://sourceforge.net/software/pay-equity/for-small-business: 2
- https://effy.ai/blog/pay-equity-software: 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.