Zero of twelve models named Metabase first on the direct prompt; zero named Tableau. Metabase was named by eleven of the twelve models and Tableau by twelve and Metabase carries 32 labels and Tableau 55, so the shares are not directly comparable.
United States. Named in three categories this edition.
Named in four 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 dashboards and data visualization page.
Across every category in the September 2026 Edition, Metabase and Tableau were named in the same answer seventy-eight times, of the 119 answers naming Metabase and the 225 naming Tableau. In those answers Tableau took the first choice eight times and Metabase seven.
| 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.
“this is the gold standard for getting high-end BI capabilities to an unlimited number of users for the cost of a basic cloud hosting server” Gemini 3.5 Flash · budget prompt · first choice
“Microsoft Power BI, and Metabase offer the best balance of cost and capability for small and mid-sized teams” Claude Haiku 4.5 · budget prompt · first choice
“the best BI and dashboard tool is usually Metabase if you want the lowest cost with solid dashboarding” Perplexity Sonar · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Tools to Avoid on a Budget- Tableau — $75/user/month for creators; minimums are onerous” DeepSeek V4 Flash · budget prompt · hard negative
“Tableau can be significantly more expensive than Power BI for standard dashboards, so it is worth caution if you do not need advanced visual analytics” Perplexity Sonar · negative prompt · soft negative
“If you need advanced visualization: Tableau (strongest visualization library, better for analyst-driven organizations)” Mistral Small · scale prompt · first choice
“The recommended data visualization platform for a mid-sized B2B company is Tableau, Microsoft Power BI, or Qlik Sense.” Llama 4 Maverick · paraphrase prompt · first choice
“Choose Tableau if aesthetics and deep visual storytelling are the highest priority.” Qwen 3.7 Flash · 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.