Eleven of twelve models named Microsoft Power BI first on the direct prompt; zero named Metabase. Microsoft Power BI was named by twelve of the twelve models and Metabase by eleven and Microsoft Power BI carries 62 labels and Metabase 32, so the shares are not directly comparable.
By Microsoft, Vancouver, Canada, founded 1975. Named in six categories this edition.
United States. Named in three 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.
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. Five of five in this category shown.
“Power BI Limitations: ... Complex DAX syntax that's difficult to learn ... Slower performance with large datasets” GLM 4.7 FlashX · negative prompt · soft negative
“While popular and affordable, users consistently report: - Severe performance lags with database connections” MiniMax M2.5 · negative prompt · soft negative
“Microsoft Power BI is the best default choice because it offers broad capability, strong self-service dashboards, and low starting cost” Perplexity Sonar · direct prompt · first choice
“Microsoft Power BI is the strongest default: it's the most affordable, integrates seamlessly, and scales with self-service.” DeepSeek V4 Flash · direct prompt · first choice
“Strengths: Deep integration with Microsoft ecosystem (Excel, Azure, SQL Server), affordable pricing, AI Copilot features” MiniMax M2.5 · comparative prompt · first choice
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
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.