Five of twelve models named Oyster first on the direct prompt; three named Remote. Both were named by all twelve models and Oyster carries 27 labels and Remote 51, so the shares are not directly comparable.
Named in six categories this edition.
Named in nine 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 Remote were named in the same answer seventy-seven times, of the 96 answers naming Oyster and the 222 naming Remote. In those answers Remote took the first choice twenty-one times and Oyster seven.
| 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. Six of eight in this category shown.
“premium, all-in-one Employer of Record (EOR) providers like Deel, Remote, or Rippling ... these admin costs can quickly deplete your capital” Gemini 3.5 Flash · budget prompt · soft negative
“Recent reviews note partner dependency issues ... ask clearly about their fallback strategy in complex or restricted jurisdictions.” Qwen 3.7 Flash · negative prompt · soft negative
“Inadequate customer support, slow response times, payment delays, missing features, high fees, unclear timelines” GLM 4.7 FlashX · negative prompt · soft negative
“Choose Remote or Deel if: You want the fastest onboarding and the largest pool of available candidates/government relationships.” Qwen 3.7 Flash · comparative prompt · first choice
“The best employer of record for a mid-market B2B company is Oyster HR, Deel, or Remote” Llama 4 Maverick · direct prompt · first choice
“Remote, Deel, Papaya Global, and ADP are the safer, more reliable choices” Mistral Small · negative 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.