Three of twelve models named Sage Intacct first on the direct prompt; zero named QuickBooks Online. Sage Intacct was named by twelve of the twelve models and QuickBooks Online by ten and Sage Intacct carries 31 labels and QuickBooks Online 17, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in eighteen 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.
Across every category in the September 2026 Edition, Sage Intacct and QuickBooks Online were named in the same answer ninety-two times, of the 418 answers naming Sage Intacct and the 554 naming QuickBooks Online. In those answers QuickBooks Online took the first choice twenty-nine times and Sage Intacct nineteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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. Two of two in this category shown.
“do not offer native, robust revenue recognition engines that meet full GAAP standards out-of-the-box ... Why to Avoid” Qwen 3.7 Flash · negative prompt · hard negative
“Basic Accounting Tools Without Native RevRec (QuickBooks, Xero) – Avoid for Complex Needs” Grok 4.1 Fast · negative prompt · hard negative
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.