OnPay

How often 10 AI models recommend OnPay, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

90%of all answers on this question

Best standing

#3of 25 on Best payroll software

Buying questions

1where any model named it

Never named it

0of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. GPT-6 Luna100%
2. Gemini 4 Argon100%
3. Qwen 3.8 Flash100%
4. DeepSeek V4 Pro100%
5. GLM-5.3100%
6. Kimi K3100%
7. Nemotron 3 Ultra100%
8. MiniMax M392%
9. Claude Haiku 5.567%
10. Mistral Large 442%

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best payroll software 9

• Claude Haiku 5.5Transparent flat pricing and unlimited payroll runs for small employers.
• GPT-6 LunaStraightforward pricing and capable payroll features make it a strong value for smaller teams.
• Gemini 4 ArgonSimple flat-rate pricing with strong support for niche industries like agriculture and nonprofits.
• Qwen 3.8 FlashSimple flat-rate pricing and solid service for very small teams.
• DeepSeek V4 ProTransparent flat pricing with full payroll, HR, and benefits for one fee.
• GLM-5.3Very affordable, unlimited pay runs, surprisingly full features.
• Kimi K3Excellent value for payroll plus HR, with straightforward pricing and responsive support.
• MiniMax M3Affordable, straightforward payroll with unlimited pay runs.
• Nemotron 3 UltraSimple, affordable, and transparent pricing; excellent customer service.

Against the competition

Each question's products ranked by the share of all answers that named them, OnPay highlighted.

Best payroll software

25 products named in 120 answers across 4 wordings

In nearly every answer

GustoPaychex FlexOnPayRippling

Contested

1. 5Square Payroll80%
2. 6QuickBooks Payroll74%
3. 7Wave Payroll58%
4. 8Patriot Payroll48%
5. 9ADP Run48%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best payroll software	67	100	100	100	100	100	100	92	42	100

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best payroll software	87	93	97	83

Head to head

Against the products named most often on the same questions

OnPay vs GustoOnPay vs Paychex FlexOnPay vs RipplingOnPay vs Square PayrollOnPay vs QuickBooks PayrollOnPay vs Wave Payroll

Compare with another product

Work on OnPay? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.