Seven of twelve models named Planful first on the direct prompt; four named Prophix. Planful was named by twelve of the twelve models and Prophix by nine and Planful carries 40 labels and Prophix 23, so the shares are not directly comparable.
Named in nine 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 corporate performance 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. Three of three in this category shown.
“What to Avoid on a Limited Budget | Planful | ~$50,000–$100,000 (3-year TCO) | Mid-market to enterprise focus” Kimi K2 · budget prompt · hard negative
“1. Planful (G2: 4.3/5) - Why it fits: Cloud FP&A platform excelling in budgeting, forecasting, consolidation, and reporting for mid-sized firms” Grok 4.1 Fast · direct prompt · first choice
“The best EPM software for a mid-market B2B company includes Planful, Prophix, Drivetrain, Workday Adaptive Planning, and deFacto Global.” Llama 4 Maverick · direct 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.
“1. Prophix One™ – Best for Planning + Financial Close in One Platform ... Designed specifically for mid-market organizations” GLM 4.7 FlashX · 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.