Seven of twelve models named Ramp first on the direct prompt; zero named Zoho Expense. Both were named by all twelve models and Ramp carries 52 labels and Zoho Expense 31, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in three 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 expense management 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.
No label in this category carried a quote.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“those that demand manual receipt handling (Expensify, Dext, Zoho Expense, SAP Concur)” Mistral Small · negative prompt · soft negative
“the strongest overall choice is usually Zoho Expense because it is repeatedly identified as the best budget-friendly option” Perplexity Sonar · budget prompt · first choice
“The best expense management software for a company with a limited budget includes Zoho Expense, BILL Spend & Expense, and Ramp.” Llama 4 Maverick · budget prompt · first choice
“Zoho Expense – Best overall for most businesses, offering strong automation and integration with Zoho's ecosystem.” Mistral Small · 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.