Zero of fourteen models named Xero first on the direct prompt; zero named QuickBooks. Xero was named by thirteen of the fourteen models and QuickBooks by ten and both carry 17 labels, so the shares below are directly comparable.
Named in twenty-five categories this edition.
Named in ten categories this edition.
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 fixed asset accounting page.
Across every category in the November 2026 Edition, Xero and QuickBooks were named in the same answer 210 times, of the 798 answers naming Xero and the 336 naming QuickBooks. In those answers QuickBooks took the first choice twenty-eight times and Xero seventeen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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. Two of two in this category shown.
“Built-in fixed asset modules within standard ERPs like QuickBooks Online or basic Microsoft Dynamics versions... These usually lack critical physical tracking capabilities.” Qwen 3.7 Flash · negative prompt · soft negative
“Built-in fixed asset modules inside lower-tier accounting software (e.g., standard entry-level QuickBooks or basic Xero configurations) are often insufficient” Gemini 3.5 Flash · negative prompt · soft 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.