Three of twelve models named Sage Intacct first on the direct prompt; four named LedgerUp. Sage Intacct was named by twelve of the twelve models and LedgerUp by eleven and Sage Intacct carries 31 labels and LedgerUp 20, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in three 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 revenue recognition 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. Two of two in this category shown.
“Jumping straight to enterprise tools like Sage Intacct or Zuora would blow most limited budgets.” DeepSeek V4 Flash · budget prompt · hard negative
“If you use a Tier 1 ERP (like Oracle NetSuite or Sage Intacct), they will often claim they have native revenue recognition. However, their standard packages are frequently too basic.” Gemini 3.5 Flash · negative prompt · soft negative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“For most mid-market B2B SaaS companies, LedgerUp is the top recommendation due to its focus on data reconciliation and accuracy” Mistral Small · direct prompt · first choice
“For most mid-market B2B companies, LedgerUp offers the best balance of automation, pricing” MiniMax M2.5 · direct prompt · first choice
“If you want a single practical recommendation, LedgerUp is the strongest fit” Perplexity Sonar · 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.