Five of twelve models named Sage Intacct first on the direct prompt; one named Fixed Asset Pro. Sage Intacct was named by six of the twelve models and Fixed Asset Pro by ten and Sage Intacct carries 10 labels and Fixed Asset Pro 15, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in one category 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 fixed asset accounting 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. Five of six in this category shown.
“complaints include depreciation mismatches with tax software, disposed assets not dropping from totals” Grok 4.1 Fast · negative prompt · soft negative
“Disposals may not automatically reduce totals; tax depreciation calculations can mismatch tax software” GLM 4.7 FlashX · negative prompt · soft negative
“If you are doing everything manually in spreadsheets currently, start with Fixed Asset Pro.” Qwen 3.7 Flash · budget prompt · first choice
“Fixed Asset Pro is one of the most highly recommended options for budget-conscious companies.” Claude Haiku 4.5 · budget prompt · first choice
“I'd pick Fixed Asset Pro for most mid-market B2B companies” GPT-5.4 mini · 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.