# Pay equity: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "pay equity analysis software" and as "pay transparency compliance tool", six framings each, to twelve models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/hr/rewards/pay-equity/2026-09

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/hr/rewards/pay-equity/index.md

**Standing:** Syndio leads with 17% of first choices; verdict contested. 42 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Syndio](https://www.gane.ai/index/hr/vendors/syndio/index.md) | 17% | 19% | 36 |
| 2 | [Payscale](https://www.gane.ai/index/hr/vendors/payscale/index.md) | 14% | 3% | 34 |
| 3 | [PayAnalytics](https://www.gane.ai/index/hr/vendors/payanalytics/index.md) | 14% | 4% | 26 |
| 4 | [Pave](https://www.gane.ai/index/hr/vendors/pave/index.md) | 10% | 0% | 12 |
| 6 | [Trusaic PayParity](https://www.gane.ai/index/hr/vendors/trusaic-payparity/index.md) | 5% | 9% | 32 |
| 10 | [Aeqium](https://www.gane.ai/index/hr/vendors/aeqium/index.md) | 2% | 6% | 17 |
| 11 | [Workleap Compensation](https://www.gane.ai/index/hr/vendors/workleap-compensation/index.md) | 2% | 7% | 14 |
| 18 | [Salary.com Pay Equity](https://www.gane.ai/index/hr/vendors/salary-com-pay-equity/index.md) | 0% | 6% | 17 |
| 19 | [Compport](https://www.gane.ai/index/hr/vendors/compport/index.md) | 0% | 0% | 10 |
| 20 | [Deel Compensation/Pay Equity](https://www.gane.ai/index/hr/vendors/deel-compensation-pay-equity/index.md) | 0% | 0% | 10 |
| 21 | [beqom Pay Equity](https://www.gane.ai/index/hr/vendors/beqom-pay-equity/index.md) | 0% | 21% | 14 |

Rank is by share of first choices among all 53 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: OpenComp; alternatives CompUp, Compport, Comprehensive.io, HRSoft
- GPT-5.4 mini: Syndio; alternatives PayAnalytics, Payscale, beqom Pay Equity
- Gemini 3.5 Flash: PayAnalytics, Pequity; alternatives Syndio, Workleap Compensation
- Perplexity Sonar: Payscale; alternatives Aeqium, Compport, PayAnalytics
- Grok 4.20: Payscale; alternatives Compport, Salary.com Pay Equity, Syndio, Workleap Compensation
- Mistral Small: PayAnalytics; alternatives Payscale, Salary.com Pay Equity, Syndio, Trusaic PayParity
- DeepSeek V4 Flash: Syndio; alternatives Aeqium, HiBob, Pave, PayAnalytics
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: PayAnalytics, Syndio; alternatives ChartHop, Pave, Trusaic PayParity
- Kimi K2: Syndio; alternatives Payscale, Trusaic PayParity
- GLM 4.7 FlashX: Aeqium; alternatives ChartHop, Compport, Figures, HiBob
- MiniMax M2.5: PayAnalytics, Syndio; alternatives Payscale, Trusaic PayParity

## Sources the answers cite

67 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- peoplemanagingpeople.com: 44 answers, 62 citations
- gartner.com: 43 answers, 49 citations
- guideflow.com: 32 answers, 35 citations
- worldmetrics.org: 29 answers, 41 citations
- pay-equity-software.com: 26 answers, 28 citations
- soteriahr.com: 24 answers, 26 citations
- payanalytics.com: 20 answers, 24 citations
- compensationtools.net: 20 answers, 21 citations

Pages named in the most answers:

- https://gartner.com/reviews/market/pay-equity-software (41 answers)
- https://peoplemanagingpeople.com/tools/best-pay-equity-software (40 answers)
- https://guideflow.com/blog/pay-equity-software (32 answers)
- https://worldmetrics.org/best/pay-equity-software (25 answers)
- https://soteriahr.com/pay-equity-analysis-software (24 answers)
- https://pay-equity-software.com/tools (22 answers)
- https://peoplemanagingpeople.com/tools/best-ai-pay-equity-software (18 answers)
- https://compensationtools.net/best-pay-equity-software (15 answers)
- https://compport.com/blog/best-pay-equity-software (15 answers)
- https://wifitalents.com/best/pay-equity-software (14 answers)

## Warned against

- Syndio: 7 of 36 labels negative. "When to Avoid Enterprise Tools (Like Syndio or Beqom) ... usually overkill and cost-prohibitive" (Gemini 3.5 Flash, paraphrase prompt)
- beqom Pay Equity: 3 of 14 labels negative. "When to Avoid Enterprise Tools (Like Syndio or Beqom)" (Gemini 3.5 Flash, paraphrase prompt)
- Trusaic PayParity: 3 of 32 labels negative. "Enterprise statistical audit giants (such as Syndio and Trusaic) are highly robust, but they generally require custom enterprise contracts" (Gemini 3.5 Flash, budget prompt)
- Massachusetts Equal Pay Act Tool: 1 of 1 labels negative. "Simple Calculators or Basic Online Tools (e.g., state-provided ones like Massachusetts Equal Pay Act Tool) - Why avoid/caution: They often produce misleading or incomplete results" (Grok 4.20, negative prompt)

## Record

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