SurePayroll

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

Mention rate

39%of all answers on this question

Best standing

#12of 25 on Best payroll software

Buying questions

1where any model named it

Never named it

2of 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. Kimi K383%
2. GPT-6 Luna75%
3. Nemotron 3 Ultra75%
4. DeepSeek V4 Pro67%
5. GLM-5.367%
6. Gemini 4 Argon8%
7. MiniMax M38%
8. Mistral Large 48%
9. Claude Haiku 5.50%
10. Qwen 3.8 Flash0%

Never named it: Claude Haiku 5.5 Qwen 3.8 Flash

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 5

• GPT-6 LunaSmall-business-focused payroll with useful automation and tax filing.
• DeepSeek V4 ProAffordable, simple setup, and decent mobile app for on-the-go.
• GLM-5.3Solid value with contractor and household employer support.
• Kimi K3Affordable for very small businesses with basic needs, but limited advanced features.
• Nemotron 3 UltraLow-cost, self-service payroll by Paychex; ideal for very small businesses.

Against the competition

Each question's products ranked by the share of all answers that named them, SurePayroll 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%
6. ⋯
7. 12SurePayroll39%

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		75	8		67	67	83	8	8	75

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	37	50	47	23

Head to head

Against the products named most often on the same questions

SurePayroll vs GustoSurePayroll vs Paychex FlexSurePayroll vs OnPaySurePayroll vs RipplingSurePayroll vs Square PayrollSurePayroll vs QuickBooks Payroll

Compare with another product

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