Two of twelve models named Cube first on the direct prompt; zero named Microsoft Excel. Cube was named by nine of the twelve models and Microsoft Excel by eight and Cube carries 18 labels and Microsoft Excel 14, so the shares are not directly comparable.
Named in nine categories this edition.
Named in eleven 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 financial modeling and scenario planning 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 4.1 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.
“Cube: This is currently one of the fastest-growing tools in this space.... | Loves Excel and hates change | Cube |” Qwen 3.7 Flash · direct prompt · first choice
“For a general mid-sized B2B company, Cube gives the best cost/value balance and adoption ease.” DeepSeek V4 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Microsoft Excel | General‑purpose financial modeling | Dominant in finance, powerful formulas, Python in Excel, AI Copilot, wide ecosystem” GLM 4.7 FlashX · comparative prompt · first choice
“Microsoft Excel or Google Sheets remain the practical sweet spot, offering functionality, familiarity, and affordability.” Claude Haiku 4.5 · budget prompt · first choice
“For many small businesses, the absolute best tool is the one you likely already own.” 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.