Zero of fourteen models named Microsoft Power BI first on the direct prompt; zero named Vena. Microsoft Power BI was named by fourteen of the fourteen models and Vena by twelve and Microsoft Power BI carries 33 labels and Vena 21, so the shares are not directly comparable.
Named in seven 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 reporting and dashboards page.
| Model | DirectMP | ParaphraseMP | ComparativeMP | Budget-constrainedMP | Scale-constrainedMP | NegativeMP |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | MP | MP | ||||
| GPT-5.4 mini | MP | |||||
| Gemini 3.5 Flash | MP | |||||
| Perplexity Sonar | MP | |||||
| Grok 4.1 Fast | MP | MP | MP | |||
| Mistral Small | MP | |||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | MP | MP | ||||
| Qwen 3.7 Flash | MP | MP | ||||
| Kimi K2 | MP | MP | MP | |||
| GLM 4.7 FlashX | MP | |||||
| MiniMax M2.5 | MP | |||||
| GPT-6 Luna | MP | MP | ||||
| Muse Glimmer 30B | MP | 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. Three of four in this category shown.
“Dominant in adoption; excels in ecosystem integration... reviews note Power BI/Tableau as most adopted for versatility” Grok 4.1 Fast · comparative prompt · first choice
“Choose Power BI if you want value, strong Excel integration, and have a mix of technical and non-technical users.” Qwen 3.7 Flash · comparative prompt · first choice
“Power BI or Tableau tend to be the sweet spot—offering good functionality, reasonable learning curves” Claude Haiku 4.5 · paraphrase prompt · first choice
No label in this category carried a quote.
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.