Zero of fourteen models named Google Sheets first on the direct prompt; zero named Prophix. Google Sheets was named by twelve of the fourteen models and Prophix by seven and Google Sheets carries 13 labels and Prophix 10, so the shares are not directly comparable.
Named in fifteen categories this edition.
Named in nine 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 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 | ||||||
| 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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“starting with Google Sheets or Excel and upgrading to a dedicated tool ... is the most cost-effective approach” Kimi K2 · budget prompt · first choice
“Best low-budget choice: Google Sheets for a small company building budgets, forecasts, and scenario models” GPT-6 Luna · budget prompt · first choice
“start with Microsoft Excel or Google Sheets if you need a simple, flexible solution” Mistral Small · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Prophix, Oracle Cloud EPM, SAP Analytics Cloud: Full-featured, complex” GLM 4.7 FlashX · scale 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.