Zero of twelve models named Melio first on the direct prompt; one named Ramp. Melio was named by twelve of the twelve models and Ramp by eleven and Melio carries 27 labels and Ramp 30, so the shares are not directly comparable.
Named in six 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 business bill pay 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. Three of three in this category shown.
“Likely too lightweight for 500 employees needing controls and audit trails.” Kimi K2 · scale prompt · soft negative
“You run a small business (≤50 invoices/month) and want a friendly UI | Melio (Go plan: 5 free ACH payments).” GLM 4.7 FlashX · comparative prompt · first choice
“The best bill pay platform for businesses on a limited budget is Melio's Go plan, which is $0/month” Llama 4 Maverick · budget prompt · first choice
No label in this category carried a quote.
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.