# Metabase vs Tableau: which do AI models recommend for BI & dashboards, September 2026

GTM AI Recommendation Index, September 2026 Edition, Dashboards and data visualization. Zero of twelve models named Metabase first on the direct prompt; zero named Tableau. Page: https://gtm-ai-index.com/gtm-data/dashboards-and-data-visualization/metabase-vs-tableau/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Metabase | 10% | #3 of 13 | 0% | 32 | 11 of 12 |
| Tableau | 6% | #4 of 13 | 22% | 55 | 12 of 12 |

## The direct prompt, model by model

- Claude Haiku 4.5: neither first, one named (first choices: Microsoft Power BI, Zoho Analytics) (alternatives: Looker, Metabase, Omni, Tableau)
- GPT-5.4 mini: neither first, one named (first choices: Microsoft Power BI) (alternatives: Domo, Looker, Tableau, ThoughtSpot)
- Gemini 3.5 Flash: neither first, one named (first choices: Microsoft Power BI) (alternatives: Cube, Metabase, Sigma, Sisense)
- Grok 4.1 Fast: neither first, one named (first choices: Microsoft Power BI) (alternatives: Metabase, Tableau, Zoho Analytics)
- Mistral Small: neither first, one named (first choices: Microsoft Power BI) (alternatives: Domo, Looker, Sisense, Tableau)
- DeepSeek V4 Flash: neither first, one named (first choices: Microsoft Power BI) (alternatives: Looker, Sigma, Tableau, Zoho Analytics)
- Llama 4 Maverick: neither first, one named (first choices: ThoughtSpot) (alternatives: Hex, Looker, Microsoft Power BI, Sigma, Sisense, Tableau)
- Qwen 3.7 Flash: neither first, one named (first choices: Microsoft Power BI) (alternatives: Tableau, ThoughtSpot)
- Kimi K2: neither first, one named (first choices: Microsoft Power BI) (alternatives: Looker, Looker Studio, Tableau)
- GLM 4.7 FlashX: neither first, one named (first choices: Microsoft Power BI) (alternatives: Looker, Tableau)
- MiniMax M2.5: neither first, one named (first choices: Microsoft Power BI) (alternatives: Domo, Qlik Sense, Tableau, ThoughtSpot)
- Perplexity Sonar: neither named (first choices: Microsoft Power BI) (alternatives: Fairview, Looker)

## What the models said about Metabase

- "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)

## What the models said about Tableau

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.