Eleven of fourteen models named Deel first on the direct prompt; two named Remote. Both were named by all fourteen models and Deel carries 64 labels and Remote 57, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in nine categories 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 global payroll and employer of record page.
Across every category in the October 2026 Edition, Deel and Remote were named in the same answer 191 times, of the 543 answers naming Deel and the 225 naming Remote. In those answers Remote took the first choice twelve times and Deel thirty-eight.
| 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. Six of eight in this category shown.
“Highest Caution: Active Legal/Ethical Controversies ... Rippling sued Deel alleging corporate espionage” Kimi K2 · negative prompt · hard negative
“Deel dominates the freelancer space but faces scrutiny regarding its EOR services for full-time employees... "billing shocks"...Avoid If: You need flexible, human-negotiated contract terms” Qwen 3.7 Flash · negative prompt · soft negative
“I would put Deel in the "do extra diligence" bucket\u2014not because there's established evidence here of payroll failures, but because of its unusually contentious, ongoing litigation” GPT-6 Luna · negative prompt · soft negative
“repeatedly ranked among the leading EOR providers; it is described as strong for global hiring, compliance, payroll support, and centralized workforce management” Perplexity Sonar · comparative prompt · first choice
“Deel – Best Overall ... If you want the best overall solution: Deel offers the most mature platform with the widest feature set.” Kimi K2 · direct prompt · first choice
“Covers 150+ countries; strong in scalability, contractor management, and compliance. Often top-rated for speed and global reach.” Grok 4.1 Fast · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“pricing can be high (also around $599 per employee per month) and that support may not be as responsive for smaller businesses” Mistral Small · negative prompt · soft negative
“Buyers have reported pricing opacity... issues with payroll errors, difficulty in updating PTO, subpar health plans in the US” Claude Haiku 4.5 · negative prompt · soft negative
“Remote lists a standard $699 per employee/month—likely harder to justify if minimizing the provider fee is your priority” GPT-6 Luna · budget prompt · soft negative
“Remote and Papaya Global are the top recommendations due to their scalability, global coverage, and strong compliance features” Mistral Small · paraphrase prompt · first choice
“170+ countries; excels in payroll accuracy, unlimited runs, and employee support. G2 leader for EOR.” Grok 4.1 Fast · comparative prompt · first choice
“Remote is often preferred by B2B companies where legal risk mitigation is paramount.” Qwen 3.7 Flash · direct 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.