accepted challengerNamed in twenty categories this edition.
accepted challengerNamed in thirteen categories this edition.
First-choice share8%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 15; printed, not drawn.
Labels1515Equal, which is what makes the shares comparable.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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 invoicing software page.
The direct prompt
The plain question, one answer per model, grouped by where Sage Intacct and BILL stood in it.
Sage Intacct first, BILL an alternative
3 of 14 modelsBILL was named in the answer but not as the choice, or not at all.GPT-5.4 miniNetSuite SuiteBilling, Sage Intacct alternatives: Sage 200-class mid-market tools, Xero
Qwen 3.7 FlashSage Intacct alternatives: BILL, Invoiced, NetSuite SuiteBilling
Kimi K2Sage Intacct alternatives: BILL, NetSuite SuiteBilling, QuickBooks
BILL first, Sage Intacct an alternative
1 of 14 modelsSage Intacct was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashBILL alternatives: Sage Intacct, Xero
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Younium alternatives: BILL, Coupa, Rillion, Tipalti
xAIGrok 4.20QuickBooks alternatives: Invoiced, NetSuite SuiteBilling, Sage Intacct, Xero
Z.AIGLM 4.7 FlashXXero Growing alternatives: Invoiced, QuickBooks, Sage Intacct, Zoho Books
MiniMax M2.5Versapay alternatives: Invoiced, Sage Intacct
Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.Gemini 3.5 FlashVersapay alternatives: Billtrust, HighRadius, Maxio, Quadient AR
Perplexity SonarInvoiced alternatives: Billtrust, Chaser, Gaviti, QuickBooks, Upflow, Xero, Zoho Books
Mistral SmallQuickBooks, Xero alternatives: Rho Invoicing, Stripe Invoicing, Zoho Books
Llama 4 MaverickQuickBooks alternatives: Rho Invoicing, Stripe Invoicing, Xero Growing, Zoho Books
GPT-6 LunaVersapay alternatives: Chargebee, Invoiced, Maxio
Muse Glimmer 30BQuickBooks alternatives: Invoiced, Precoro, Xero, Zoho Books
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.
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.