One of fourteen models named Papaya Global first on the direct prompt; one named Multiplier. Papaya Global was named by fourteen of the fourteen models and Multiplier by thirteen and Papaya Global carries 42 labels and Multiplier 31, 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.
Across every category in the October 2026 Edition, Papaya Global and Multiplier were named in the same answer forty-three times, of the 159 answers naming Papaya Global and the 72 naming Multiplier. In those answers Multiplier took the first choice three times and Papaya Global three.
| 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.
“high automation, AI-driven options note they often struggle with hidden fees” Muse Glimmer 30B · negative prompt · soft negative
“Multiplier is the EOR that most reviewers highlight as the best fit for the mid‑market segment.” MiniMax M2.5 · direct prompt · first choice
“Multiplier — $400/mo, strong APAC coverage, 24/7 support, fewer complaints” DeepSeek V4 Flash · negative prompt · first choice
“combining flat-rate pricing well below most competitors with particular depth in Asia-Pacific markets” Claude Haiku 4.5 · direct 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.