One of fourteen models named Deel first on the direct prompt; zero named Square Payroll. Deel was named by fourteen of the fourteen models and Square Payroll by twelve and Deel carries 60 labels and Square Payroll 20, so the shares are not directly comparable.
Named in four categories 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, Deel and Square Payroll were named in the same answer thirty-two times, of the 188 answers naming Deel and the 54 naming Square Payroll. In those answers Square Payroll took the first choice seven times and Deel six.
| 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 eight in this category shown.
“flagged as having high fees, lacking compliance features, or being unsuitable for contractor payments” Llama 4 Maverick · negative prompt · hard negative
“Avoid: Full-service platforms like Rippling, Deel, or Remote if budget is tight” Grok 4.20 · budget prompt · hard negative
“With Deel, you can't negotiate custom payment schedules or request alternative payout methods outside Deel's supported options” Claude Haiku 4.5 · negative prompt · soft negative
“Deel and Remote dominate the "all-in-one" global contractor space, offering strong compliance, per-contractor pricing, and broad country coverage.” GLM 4.7 FlashX · comparative prompt · first choice
“Deel or Remote are the default starts to price. Deel is the platform to open when a contractor needs a contract, an invoice, and a payout on one record.” Muse Glimmer 30B · paraphrase prompt · first choice
“Contractor management / Contractor of Record with payments like Deel, Remote, Rippling, Papaya Global for compliance heavy global use” Muse Glimmer 30B · scale prompt · first choice
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
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.