Two of fourteen models named Prophix first on the direct prompt; zero named Xero Analytics. Prophix was named by eleven of the fourteen models and Xero Analytics by thirteen and Prophix carries 14 labels and Xero Analytics 17, so the shares are not directly comparable.
Named in eight 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 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 financial reporting and dashboards page.
| 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. Five of six in this category shown.
“You have outgrown simple accounting software (like QuickBooks or Xero)” Qwen 3.7 Flash · scale prompt · soft negative
“good reporting and usability, but usually not the cheapest” GPT-5.4 mini · budget prompt · soft negative
“QuickBooks Online and Xero are the top choices for small businesses with limited budgets” Mistral Small · budget prompt · first choice
“the best financial reporting software is typically Zoho Books (with its free plan) or Xero” Grok 4.20 · budget prompt · first choice
“Xero (Best Overall for Budget-Conscious Small Businesses)” Qwen 3.7 Flash · budget prompt · first choice
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.