Zero of twelve models named Zoho Expense first on the direct prompt; one named Spendesk. Zoho Expense was named by twelve of the twelve models and Spendesk by ten and Zoho Expense carries 31 labels and Spendesk 16, so the shares are not directly comparable.
Named in three categories this edition.
Named in six 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.
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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Spendesk - a comprehensive spend management platform offering a clear view of an organization's expenditures.” Llama 4 Maverick · paraphrase prompt · first choice
“or Spendesk if you prefer a more comprehensive spend management platform that can grow with your company” MiniMax M2.5 · paraphrase prompt · first choice
“A comprehensive spend management platform ... making it a strong choice for mid-market businesses” Mistral Small · direct 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.