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

HR AI Recommendation Index, October 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://hr-ai-index.com/rewards/pay-equity/smb/

**Standing:** Gusto leads with 31% of first choices; verdict contested. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Gusto | 31% | 0% | 33 |
| 2 | Pave | 6% | 0% | 14 |
| 3 | HRSoft | 6% | 11% | 18 |
| 4 | OpenComp | 6% | 8% | 13 |
| 5 | Payscale | 4% | 12% | 25 |
| 6 | PayAnalytics | 4% | 12% | 17 |
| 7 | Salary.com Pay Equity | 4% | 15% | 13 |
| 8 | Ravio | 2% | 8% | 13 |
| 9 | BambooHR | 2% | 8% | 12 |
| 10 | HiBob | 2% | 9% | 11 |
| 11 | beqom Pay Equity | 0% | 85% | 20 |
| 12 | Trusaic PayParity | 0% | 77% | 30 |

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

- Claude Haiku 4.5: OpenComp; alternatives Compease, Payscale
- GPT-5.4 mini: PayAnalytics; alternatives Compease, Payscale
- Gemini 3.5 Flash: Workleap Compensation; alternatives Comprehensive.io, Payfederate, Payscale
- Perplexity Sonar: BambooHR, HRSoft; alternatives HiBob, Syndio
- Grok 4.1 Fast: Gusto; alternatives HRSoft, Payscale, Salary.com Pay Equity
- Mistral Small: HRSoft; alternatives BambooHR, Compa
- DeepSeek V4 Flash: Gusto; alternatives Figures, Pave, PayAnalytics, Workleap Compensation
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Gusto; alternatives PayAnalytics
- Kimi K2: Gusto; alternatives CompUp, Pave, Ravio, Salary.com CompAnalyst
- GLM 4.7 FlashX: Gusto; alternatives HRSoft, Payscale, Ravio
- MiniMax M2.5: Gusto; alternatives ChartHop, OpenComp, Trusaic PayParity
- GPT-6 Luna: Parity Software; alternatives Affirmity
- Muse Glimmer 30B: Gusto; alternatives HRSoft

## Sources the answers cite

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

- peoplemanagingpeople.com: 53 answers, 85 citations
- compensationtools.net: 44 answers, 54 citations
- effy.ai: 41 answers, 42 citations
- sourceforge.net: 30 answers, 37 citations
- skima.ai: 29 answers, 29 citations
- us.fitgap.com: 23 answers, 33 citations
- soteriahr.com: 23 answers, 28 citations
- trustradius.com: 20 answers, 33 citations

Pages named in the most answers:

- https://peoplemanagingpeople.com/tools/best-pay-equity-software (51 answers)
- https://compensationtools.net/best-pay-equity-software (44 answers)
- https://effy.ai/blog/pay-equity-software (41 answers)
- https://skima.ai/blog/product-deep-dives/best-pay-equity-software (29 answers)
- https://peoplemanagingpeople.com/tools/best-ai-pay-equity-software (27 answers)
- https://soteriahr.com/pay-equity-analysis-software (23 answers)
- https://us.fitgap.com/search/pay-equity-software/small-business (20 answers)
- https://candoriq.com/blog/data-driven-pay-equity-tools (16 answers)
- https://hibob.com/blog/best-compensation-management-software (15 answers)
- https://guideflow.com/blog/pay-equity-software (14 answers)

## Warned against

- Syndio: 33 of 41 labels negative. "Small businesses should avoid enterprise‑grade, complex tools (like Syndio) that demand dedicated rewards staff and quote‑based pricing" (Muse Glimmer 30B, negative prompt)
- beqom Pay Equity: 17 of 20 labels negative. "Why avoid: This is an enterprise total-compensation management suite that can cost $100,000–$500,000+ per year" (DeepSeek V4 Flash, negative prompt)
- Trusaic PayParity: 23 of 30 labels negative. "What to Avoid on a Tight Budget - ... Trusaic PayParity — these are enterprise/statistical audit platforms priced for large organizations" (Muse Glimmer 30B, negative prompt)
- Lattice Compensate: 3 of 6 labels negative. "Avoid enterprise-focused platforms like Ravio ... or Lattice (minimum $4,000 annually)" (Qwen 3.7 Flash, budget prompt)

## Movement since September 2026

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

- Gusto: 21% to 30%, +10. Inside the floor by 3 points · rank 1 of 71, unchanged.
- Figures: 7% to 2%, −5. Inside the floor by 8 points · rank 3 → 11 of 71.
- HRSoft: 2% to 7%, +4. Inside the floor by 9 points · rank 17 → 3 of 71.
- Payscale: 7% to 4%, −3. Inside the floor by 10 points · rank 4 → 6 of 71.
- BambooHR: 5% to 2%, −2. Inside the floor by 11 points · rank 5 → 10 of 71.
- Trusaic PayParity: 2% to 0%, −2. Inside the floor by 11 points · rank 22 → 70 of 71.
- Syndio: 2% to 0%, −2. Inside the floor by 11 points · rank 23 → 71 of 71.
- HiBob: 0% to 2%, +2. Inside the floor by 11 points · rank 36 → 14 of 71.
- Salary.com Pay Equity: 2% to 4%, +2. Inside the floor by 11 points · rank 12 → 8 of 71.
- OpenComp: 5% to 7%, +2. Inside the floor by 11 points · rank 7 → 4 of 71.
- Pave: 7% to 7%, ±0. Inside the floor by 13 points · rank 2 of 71, unchanged.
- PayAnalytics: 5% to 4%, ±0. Inside the floor by 13 points · rank 6 → 7 of 71.

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, October 2026 Edition, hr-ai-index.com.