One of twelve models named Versapay first on the direct prompt; two named Upflow. Versapay was named by twelve of the twelve models and Upflow by seven and Versapay carries 28 labels and Upflow 13, so the shares are not directly comparable.
Named in five categories this edition.
Named in five 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 cash application 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. Five of five in this category shown.
“What to avoid on a limited budget - Versapay ... Definitely not budget-friendly.” DeepSeek V4 Flash · budget prompt · hard negative
“Reviews highlight limited backend automation, lack of native credit or deduction management, and weak integration capabilities” Qwen 3.7 Flash · negative prompt · soft negative
“Caution Level: Medium (for ERP integration and reporting)... integration is a beast... rules-based logic can misfire” DeepSeek V4 Flash · negative prompt · soft negative
“Best for mid-market B2B companies wanting cash application bundled with payment rails and a collaborative customer portal” Claude Haiku 4.5 · direct prompt · first choice
“my default recommendation would be Versapay if your main goal is payment matching / cash application automation” GPT-5.4 mini · 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.
“Upflow - Good fit for mid-sized and scaling companies (typically $10M-$500M revenue) that need cash application to feed directly into AR and collections” Llama 4 Maverick · direct prompt · first choice
“Upflow is often recommended as the best overall solution due to its seamless integration with collections and AR workflows” 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.