Zero of fourteen models named Square Payroll first on the direct prompt; zero named QuickBooks Contractor Payments. Square Payroll was named by twelve of the fourteen models and QuickBooks Contractor Payments by thirteen and Square Payroll carries 20 labels and QuickBooks Contractor Payments 19, 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 November 2026 Edition, Square Payroll and QuickBooks Contractor Payments were named in the same answer twenty-nine times, of the 54 answers naming Square Payroll and the 51 naming QuickBooks Contractor Payments. In those answers QuickBooks Contractor Payments took the first choice three times and Square Payroll fourteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Six of seven in this category shown.
“Hold periods vary: Square (30-90 days)” Claude Haiku 4.5 · negative prompt · hard negative
“more SMB‑oriented; may lack the API and global reach you need at 500+ employees” GLM 4.7 FlashX · scale prompt · soft negative
“though it lacks robust international or large-scale compliance features” Qwen 3.7 Flash · comparative prompt · soft negative
“Charges $6 per person paid with no base fee, making it the cheapest for US-only contractor payments.” Mistral Small · budget prompt · first choice
“Square Payroll at $6/contractor with no base fee is the most affordable and flexible option.” Kimi K2 · budget prompt · first choice
“Square Payroll’s contractor-only plan is likely the best value: it has no monthly base fee” 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.
“Avoid basic tools like QuickBooks, PayPal, or Wise alone for mid-market” Grok 4.20 · direct prompt · hard negative
“The best contractor payments and 1099 platform for a company with a limited budget is QuickBooks, which charges $25 monthly for up to 20 contractors.” Llama 4 Maverick · budget prompt · first choice
“for a limited budget, I’d usually pick QuickBooks Contractor Payments for the lowest likely cost” GPT-5.4 mini · budget prompt · first choice
“QuickBooks Contractor Payments at $25/month offers the best value” MiniMax M2.5 · 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.