ADP RunvsOnPay

How 10 AI models weigh ADP Run against OnPay on the 1 buying question where both came up.

ADP Run: 48%of answers named it
OnPay: 90%of answers named it
Placed higher: 15–22times ADP Run vs OnPay, over 37 model rankings that listed either
Models leaning: 1–4toward ADP Run vs OnPay; 5 even

Which models prefer which

Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording

Model	ADP Run	OnPay	Placed higher	Leans
Claude Haiku 5.5	25%	67%	1–2	OnPay
GPT-6 Luna	50%	100%	2–2	Even
Gemini 4 Argon	50%	100%	1–3	OnPay
Qwen 3.8 Flash	50%	100%	2–2	Even
DeepSeek V4 Pro	50%	100%	0–4	OnPay
GLM-5.3	50%	100%	2–2	Even
Kimi K3	50%	100%	1–3	OnPay
MiniMax M3	50%	92%	2–2	Even
Mistral Large 4	50%	42%	2–0	ADP Run
Nemotron 3 Ultra	50%	100%	2–2	Even

What the models say about ADP Run

One reason per model, from the shared questions

Claude Haiku 5.5Built for small businesses with reliable payroll, tax compliance, and benefits options.
GPT-6 LunaReliable, scalable payroll with broad tax support and access to extensive HR services.
Gemini 4 ArgonEnterprise-grade reliability and compliance tools tailored specifically for small business payroll needs.
Qwen 3.8 FlashEnterprise-grade compliance and benefits scaled down for small business.
DeepSeek V4 ProTrusted giant with robust reporting, tax compliance, and HR add-ons.
GLM-5.3ADP power with small-business simplicity; strong compliance and support.
Kimi K3Scalable and reliable with good HR add-ons, but can feel complex for very small teams.
MiniMax M3Trusted brand with strong compliance, tax filing, and HR add-ons.
Mistral Large 4Reliable, scalable payroll with strong compliance tools for growing teams.
Nemotron 3 UltraScalable, compliant, and trusted by millions; strong tax filing guarantee.

What the models say about OnPay

One reason per model, from the shared questions

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.

Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.

Question by question

Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first

Question	ADP Run	OnPay
Best payroll software	48% #9	90% #3