Eight of fourteen models named Remote first on the direct prompt; zero named Papaya Global. Both were named by all fourteen models and Remote carries 62 labels and Papaya Global 40, so the shares are not directly comparable.
Named in ten categories this edition.
Named in five 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 November 2026 Edition, Remote and Papaya Global were named in the same answer 105 times, of the 285 answers naming Remote and the 173 naming Papaya Global. In those answers Papaya Global took the first choice seven times and Remote twenty-two.
| 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.
“I would advise against utilizing Deel, Remote, or similar 'new' Employer of Record (EOR) services in regions with stringent compliance requirements, such as Germany.” Muse Glimmer 30B · negative prompt · hard negative
“If they refuse to name the local entity signing the contract (common with Deel/Remote in specific sectors), avoid them” Qwen 3.7 Flash · negative prompt · hard negative
“an employer using Remote as EOR in Germany faced a lawsuit, and Remote provided zero assistance” DeepSeek V4 Flash · negative prompt · hard negative
“For most mid-market B2B companies, Remote offers the best balance of compliance safety (owned entities), IP protection, service quality, and scalability.” DeepSeek V4 Flash · direct prompt · first choice
“Remote and Teamed are frequently highlighted as the best options due to their tailored services, scalability, and strong support models.” Mistral Small · direct prompt · first choice
“Remote is often seen as the "premium" choice for companies who want maximum peace of mind regarding compliance and legal ownership structures” Qwen 3.7 Flash · 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.
“Multiple reports of employees not receiving payments on time, exposing companies to liability” GLM 4.7 FlashX · negative prompt · hard negative
“Partner dependency: Operates largely as an aggregator via local payroll partners, leading to variable service quality depending on the region.” Gemini 3.5 Flash · negative prompt · soft negative
“costs climbing well above headlines once taxes, FX, and extras are added... payroll reliability issues (late payments causing employee stress)” Grok 4.20 · negative prompt · soft negative
“Best Overall for Multi-Country Entity Payroll: Papaya Global ... Papaya is widely considered the top choice.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Papaya Global is the only major EOR that publicly assumes liability for breaches of local compliance.” Claude Haiku 4.5 · negative prompt · first choice
“the best default recommendation is Papaya Global” Perplexity Sonar · paraphrase 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.