Nine of twelve models named FloQast first on the direct prompt; two named Prophix. FloQast was named by twelve of the twelve models and Prophix by seven and FloQast carries 54 labels and Prophix 11, so the shares are not directly comparable.
Named in ten categories this edition.
Named in nine 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 financial close 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 four in this category shown.
“Avoid FloQast/BlackLine unless your close process is highly complex” Qwen 3.7 Flash · budget prompt · hard negative
“Avoid BlackLine, FloQast, and Trintech” Kimi K2 · budget prompt · hard negative
“While popular, users report several concerns: Pricing is not transparent and described as "steep relative to what the platform delivers"” Kimi K2 · negative prompt · soft negative
“The strongest mid-market fits where you'll likely land your shortlist: FloQast (accounting-led, broad ERP support, strong SOX controls)” DeepSeek V4 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Most dedicated financial close software (e.g., FloQast, BlackLine, Cube, Prophix) uses custom pricing” Grok 4.1 Fast · budget prompt · soft negative
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.