# Pay equity for small business buyers: what AI models recommend, November 2026

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

**Standing:** Gusto leads with 30% of first choices; verdict contested. 54 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Gusto](https://www.gane.ai/index/hr/vendors/gusto/index.md) | 30% | 0% | 33 |
| 2 | [Payscale](https://www.gane.ai/index/hr/vendors/payscale/index.md) | 9% | 10% | 30 |
| 3 | [PayAnalytics](https://www.gane.ai/index/hr/vendors/payanalytics/index.md) | 9% | 11% | 19 |
| 4 | [Pave](https://www.gane.ai/index/hr/vendors/pave/index.md) | 9% | 7% | 15 |
| 5 | [CompUp](https://www.gane.ai/index/hr/vendors/compup/index.md) | 6% | 7% | 15 |
| 6 | [Workleap Compensation](https://www.gane.ai/index/hr/vendors/workleap-compensation/index.md) | 4% | 8% | 12 |
| 9 | [Syndio](https://www.gane.ai/index/hr/vendors/syndio/index.md) | 4% | 73% | 45 |
| 10 | [OpenComp](https://www.gane.ai/index/hr/vendors/opencomp/index.md) | 2% | 0% | 19 |
| 20 | [Salary.com Pay Equity](https://www.gane.ai/index/hr/vendors/salary-com-pay-equity/index.md) | 2% | 44% | 18 |
| 21 | [beqom Pay Equity](https://www.gane.ai/index/hr/vendors/beqom-pay-equity/index.md) | 2% | 72% | 18 |
| 22 | [HiBob](https://www.gane.ai/index/hr/vendors/hibob/index.md) | 0% | 9% | 11 |
| 23 | [Deel Compensation/Pay Equity](https://www.gane.ai/index/hr/vendors/deel-compensation-pay-equity/index.md) | 0% | 10% | 10 |

Rank is by share of first choices among all 85 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: Payscale, Workleap Compensation; alternatives OpenComp Market Pulse, Trusaic PayParity
- GPT-5.4 mini: Syndio; alternatives Deel Payroll, Payscale
- Gemini 3.5 Flash: Pave; alternatives BambooHR, ChartHop, HiBob, PayAnalytics
- Perplexity Sonar: Payscale; alternatives Figures, HiBob Compensation, PayAnalytics
- Grok 4.20: Pave; alternatives ChartHop, Deel Compensation/Pay Equity, Trusaic PayParity
- Mistral Small: Gusto; alternatives Pave, Ravio, Syndio, Workleap Compensation
- DeepSeek V4 Flash: Gusto; alternatives Lattice Compensate, OpenComp
- Llama 4 Maverick: Gusto; alternatives Parity Software, Payfederate, Syndio
- Qwen 3.7 Flash: Pave; alternatives Paywatch, Torus
- Kimi K2: Pave; alternatives Gusto, Salary.com Pay Equity
- GLM 4.7 FlashX: Gusto; alternatives Payscale, Workleap Compensation
- MiniMax M2.5: Gusto; alternatives CompAnalyst Pay Equity Suite, CompUp, Deel Compensation/Pay Equity, Syndio
- GPT-6 Luna: Parity Software; alternatives Payscale
- Muse Glimmer 30B: PayAnalytics, Payscale; alternatives Salary.com Pay Equity, Workleap Compensation

## Sources the answers cite

77 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- leadchangegroup.com: 36 answers, 66 citations
- effy.ai: 35 answers, 36 citations
- sourceforge.net: 32 answers, 45 citations
- compensationtools.net: 32 answers, 32 citations
- peoplemanagingpeople.com: 28 answers, 35 citations
- soteriahr.com: 28 answers, 28 citations
- g2.com: 24 answers, 32 citations
- hrtechsaas.com: 24 answers, 25 citations

Pages named in the most answers:

- https://effy.ai/blog/pay-equity-software (34 answers)
- https://compensationtools.net/best-pay-equity-software (30 answers)
- https://soteriahr.com/pay-equity-analysis-software (28 answers)
- https://peoplemanagingpeople.com/tools/best-pay-equity-software (27 answers)
- https://sourceforge.net/software/pay-equity/for-small-business (26 answers)
- https://salary.com/online-store/product/pay-equity (19 answers)
- https://g2.com/categories/pay-equity/small-business (17 answers)
- https://hrtechsaas.com/blog/best-pay-equity-audit-software (17 answers)
- https://leadchangegroup.com/pay-equity-software (16 answers)
- https://leadchangegroup.com/pay-equity-software/small-business (16 answers)

## Warned against

- Syndio: 33 of 45 labels negative. "small businesses should avoid enterprise-grade, complex tools that demand dedicated rewards staff and quote-based pricing, such as Syndio" (Llama 4 Maverick, negative prompt)
- Trusaic PayParity: 26 of 34 labels negative. "Avoid starting with enterprise tools such as Syndio, Trusaic, Affirmity, or Salary.com" (Perplexity Sonar, budget prompt)
- beqom Pay Equity: 13 of 18 labels negative. "It is not a good fit for small businesses due to its significant cost (often starting at tens of thousands of dollars) and complex implementation timeline." (GLM 4.7 FlashX, negative prompt)
- Salary.com Pay Equity: 8 of 18 labels negative. "Salary.com's CompAnalyst Pay Equity starts at $9,000 per year for 1–10 employees, which is unlikely to fit a very tight budget" (Perplexity Sonar, budget prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Gusto at 30%.

- HRSoft: 6% to 0%, −6. Inside the floor by 7 points · rank 3 → 32 of 85.
- Payscale: 4% to 9%, +5. Inside the floor by 8 points · rank 7 → 2 of 85.
- PayAnalytics: 4% to 9%, +5. Inside the floor by 8 points · rank 8 → 3 of 85.
- CompUp: 2% to 6%, +4. Inside the floor by 9 points · rank 16 → 5 of 85.
- Syndio: 0% to 4%, +4. Inside the floor by 9 points · rank 77 → 9 of 85.
- OpenComp: 6% to 2%, −4. Inside the floor by 9 points · rank 4 → 10 of 85.
- Pave: 6% to 9%, +3. Inside the floor by 10 points · rank 2 → 4 of 85.
- Workleap Compensation: 2% to 4%, +2. Inside the floor by 11 points · rank 15 → 6 of 85.
- Salary.com Pay Equity: 4% to 2%, −2. Inside the floor by 11 points · rank 9 → 20 of 85.
- beqom Pay Equity: 0% to 2%, +2. Inside the floor by 11 points · rank 75 → 21 of 85.
- HiBob: 2% to 0%, −2. Inside the floor by 11 points · rank 14 → 22 of 85.
- Deel Compensation/Pay Equity: 2% to 0%, −2. Inside the floor by 11 points · rank 19 → 23 of 85.

## 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.