Five of twelve models named Oyster first on the direct prompt; zero named RemoFirst. Both were named by all twelve models and Oyster carries 27 labels and RemoFirst 19, so the shares are not directly comparable.
Named in six categories this edition.
Named in four categories 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 RemoFirst were named in the same answer twenty-three times, of the 96 answers naming Oyster and the 58 naming RemoFirst. In those answers RemoFirst took the first choice five times and Oyster zero.
| 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.
“RemoFirst's trade-offs include limited coverage compared to competitors, limited support with slow processing times, and onboarding that can take weeks instead of days” Claude Haiku 4.5 · budget prompt · soft negative
“Limited reporting, fewer integrations, basic reporting capabilities, limited customization” GLM 4.7 FlashX · negative prompt · soft negative
“RemoFirst at $199/employee/month offers the best balance of affordability, global coverage (193 countries), and transparent pricing” DeepSeek V4 Flash · budget prompt · first choice
“The best employer of record for a company with a limited budget is Remofirst, which positions itself as the budget-friendly option” Llama 4 Maverick · budget prompt · first choice
“the strongest pick in these results is RemoFirst, because multiple reviews identify it as the most affordable EOR option” Perplexity Sonar · budget 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.