Five of twelve models named Oyster first on the direct prompt; one named Multiplier. Oyster was named by twelve of the twelve models and Multiplier by eleven and Oyster carries 27 labels and Multiplier 24, so the shares are not directly comparable.
Named in six 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 twelve 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 September 2026 Edition, Oyster and Multiplier were named in the same answer forty-one times, of the 96 answers naming Oyster and the 62 naming Multiplier. In those answers Multiplier took the first choice two times and Oyster 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 |
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. Five of six in this category shown.
“Payroll delays: Reviewers report invoices that swing month-to-month and payroll landing days late” Kimi K2 · negative prompt · hard negative
“Best avoided if: Needing fast support or strong APAC coverage.” Grok 4.1 Fast · negative prompt · hard negative
“Oyster positions itself as a user-friendly EOR platform with a focus on the mid-market — companies with 50-500 employees hiring internationally” Claude Haiku 4.5 · direct prompt · first choice
“Especially strong for mid-market companies (50-500 employees) looking to hire internationally... a top choice for B2B firms expanding globally.” Mistral Small · direct prompt · first choice
“Specifically positioned for mid-market companies (50-500 employees), focused on international hiring with a user-friendly platform” MiniMax M2.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Avoid Multiplier, Talent500, Payoneer (for global payroll), Rippling (outside the US), G2O, and Foxhire” Mistral Small · negative prompt · hard negative
“Higher cost but excellent reviews; skip for strict budgets.” Grok 4.1 Fast · budget prompt · soft negative
“Multiplier serves companies from startups to mid-market and enterprise across 150+ countries, combining flat-rate pricing well below most competitors” Claude Haiku 4.5 · direct prompt · first choice
“Oyster or Multiplier | Highly standardized benefits packages and cost-effective pricing structures tailored for SMBs.” Gemini 3.5 Flash · comparative prompt · alternative
“Multiplier is also a good option, particularly for companies with a presence in Asia-Pacific markets.” Llama 4 Maverick · 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.