Nine of twelve models named Sage Intacct first on the direct prompt; zero named Ramp. Sage Intacct was named by twelve of the twelve models and Ramp by nine and Sage Intacct carries 17 labels and Ramp 15, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in seventeen 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 AI accounting assistants 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. Three of three in this category shown.
“Researchers found a prompt-injection vulnerability where hidden instructions inside a spreadsheet could trick the AI into exfiltrating sensitive financial data” DeepSeek V4 Flash · negative prompt · soft negative
“I would recommend starting with Ramp Intelligence if you need broad spend management capabilities, or Ledge if your primary focus is month-end close automation” MiniMax M2.5 · paraphrase prompt · first choice
“Ramp is the safest recommendation because it covers the broadest operational accounting surface area while still being explicitly positioned for mid-market teams” Perplexity Sonar · paraphrase 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.