Zero of fourteen models named Xero Analytics first on the direct prompt; zero named Microsoft Power BI. Xero Analytics was named by thirteen of the fourteen models and Microsoft Power BI by fourteen and Xero Analytics carries 17 labels and Microsoft Power BI 35, so the shares are not directly comparable.
Named in one category this edition.
Named in eight 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 financial reporting and dashboards page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | MP | |||||
| GPT-5.4 mini | MP | |||||
| Gemini 3.5 Flash | MP | MP | MP | |||
| Perplexity Sonar | MP | MP | ||||
| Grok 4.20 | MP | MP | MP | |||
| Mistral Small | MP | |||||
| DeepSeek V4 Flash | MP | MP | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | MP | MP | MP | |||
| Kimi K2 | MP | MP | MP | |||
| GLM 4.7 FlashX | MP | MP | ||||
| MiniMax M2.5 | MP | MP | ||||
| GPT-6 Luna | MP | MP | ||||
| Muse Glimmer 30B | MP |
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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Drawback: Requires SQL knowledge and data engineering support to build and maintain financial models” Gemini 3.5 Flash · paraphrase prompt · soft negative
“The market leader in enterprise reporting, widely adopted due to its tight integration with the Microsoft ecosystem and aggressive pricing.” Gemini 3.5 Flash · comparative prompt · first choice
“Power BI delivers the best value for Microsoft-centric organizations with its low per-user pricing and deep M365 integration.” Muse Glimmer 30B · comparative prompt · first choice
“Start with Power BI if you're in a Microsoft-heavy environment or on a budget—it's the most versatile for most users.” Grok 4.20 · comparative 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.