Zero of twelve models named Microsoft Excel first on the direct prompt; zero named Workday Adaptive Planning. Microsoft Excel was named by eight of the twelve models and Workday Adaptive Planning by eleven and Microsoft Excel carries 14 labels and Workday Adaptive Planning 17, so the shares are not directly comparable.
Named in eleven categories this edition.
Named in seven 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“You generally want to avoid enterprise-grade tools (like Anaplan or Workday) which cost thousands per month.” Qwen 3.7 Flash · budget prompt · hard negative
“I'd recommend Workday Adaptive Planning if you want the best balance of usability, guided finance workflows, and solid scenario modeling” Perplexity Sonar · paraphrase 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.