Zero of fourteen models named Square Payroll first on the direct prompt; zero named QuickBooks Contractor Payments. Square Payroll was named by nine of the fourteen models and QuickBooks Contractor Payments by twelve and Square Payroll carries 11 labels and QuickBooks Contractor Payments 17, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the contractor payments page.
Across every category in the October 2026 Edition, Square Payroll and QuickBooks Contractor Payments were named in the same answer seventeen times, of the 31 answers naming Square Payroll and the 47 naming QuickBooks Contractor Payments. In those answers QuickBooks Contractor Payments took the first choice two times and Square Payroll seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Platforms to use with caution: Stripe, Square, PayPal Business.” Gemini 3.5 Flash · negative prompt · soft negative
“Square Payroll's Contractor-Only plan stands out as the best option for a company on a limited budget” Grok 4.1 Fast · budget prompt · first choice
“Square Payroll is my budget pick if you want payments and 1099-NEC filing in one place” GPT-6 Luna · budget prompt · first choice
“Square Payroll if you only care about paying contractors as cheaply as possible” Perplexity Sonar · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“you have outgrown SMB tools like Gusto or basic QuickBooks” Gemini 3.5 Flash · direct prompt · soft negative
“the best fit is usually QuickBooks if you already need accounting, invoices, and 1099 filing in one place” Perplexity Sonar · budget prompt · first choice
“best value pick is usually QuickBooks Contractor Payments” GPT-5.4 mini · budget prompt · first choice
“QuickBooks Contractor Payments (Best Overall Value)” Qwen 3.7 Flash · budget prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.