One of fourteen models named Papaya Global first on the direct prompt; zero named Remote People. Papaya Global was named by fourteen of the fourteen models and Remote People by nine and Papaya Global carries 42 labels and Remote People 11, so the shares are not directly comparable.
Named in four categories this edition.
Named in two 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.
| 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 six in this category shown.
“Papaya Global: Repeated issues with payroll delays, tax filing errors, and poor support response times in complex markets” Grok 4.1 Fast · negative prompt · hard negative
“Avoid Papaya Global unless you have a dedicated compliance person reviewing every payroll cycle manually.” DeepSeek V4 Flash · negative prompt · hard negative
“Implementation runs 8-12 weeks in complex environments... EOR delivered via in-country partners, so service quality varies by market” Muse Glimmer 30B · negative prompt · soft negative
“Papaya is widely considered the leading global payments and payroll platform... Choose Papaya Global if you want the most powerful technology” Qwen 3.7 Flash · paraphrase prompt · first choice
“or Papaya Global if you're scaling internationally and need deeper financial controls. Both are built for your company size” Kimi K2 · paraphrase prompt · first choice
“the best global payroll provider for a mid-sized B2B company would be Papaya Global” Llama 4 Maverick · paraphrase 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.
“some of those themes appearing around providers like Remote, G-P, RemotePeople, and some others” GPT-5.4 mini · negative prompt · soft negative
“Remofirst and RemotePeople are generally considered the top Affordable Employer of Record (EOR) options in 2026.” Qwen 3.7 Flash · budget prompt · first choice
“Start with RemoFirst or RemotePeople for the lowest entry point” Grok 4.1 Fast · budget prompt · first choice
“Hire with Columbus, RemoFirst, or RemotePeople are also strong contenders.” GLM 4.7 FlashX · budget prompt · alternative
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.