Three of twelve models named BambooHR first on the direct prompt; six named Rippling. Both were named by all twelve models and BambooHR carries 54 labels and Rippling 41, so the shares are not directly comparable.
Named in twenty-four categories this edition.
Named in twenty-eight 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 employee onboarding page.
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. One of one in this category shown.
“BambooHR — Well-regarded for mid-sized organizations focusing on employee experience. Good HR platform with solid onboarding workflows.” MiniMax M2.5 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“I'd recommend starting with BambooHR if your priority is simplicity and fast deployment, or Rippling if you also want to automate IT provisioning” Kimi K2 · paraphrase prompt · first choice
“Rippling stands out because it doesn’t just handle paperwork—it automatically creates user accounts, assigns laptops, and enrolls employees in benefits.” Qwen 3.7 Flash · comparative prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.