Looker Studio vs Microsoft Power BI
Zero of twelve models named Looker Studio first on the direct prompt; one named Microsoft Power BI. Looker Studio was named by eleven of the twelve models and Microsoft Power BI by seven and Looker Studio carries 15 labels and Microsoft Power BI 14, so the shares are not directly comparable.
Named in two categories this edition.
Named in five 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 saas metrics and analytics page.
By framing
Looker StudioFirst choices, of twelve modelsMicrosoft Power BI
Across every category in the September 2026 Edition, Looker Studio and Microsoft Power BI were named in the same answer thirty-five times, of the 76 answers naming Looker Studio and the 140 naming Microsoft Power BI. In those answers Microsoft Power BI took the first choice five times and Looker Studio fourteen.
Every model, every framing
| 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 | | |
Looker Studio Microsoft Power BI first choice named as an alternative argued againstblank: not namedEach cell is one answer, Looker Studio on the left and Microsoft Power BI on the right.The direct prompt
Microsoft Power BI first, Looker Studio not the choice
1 of 12 modelsLooker Studio was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 of 12 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Looker Studio8%#5 of 10Microsoft Power BI0%#– of 10Looker Studio14%#3 of 11Microsoft Power BI2%#6 of 11Microsoft Power BI2%#5 of 10Looker Studio—not namedWhat the models said about Looker Studio
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Avoid trying to build subscription metrics in generic Business Intelligence (BI) dashboards like Looker Studio, Tableau, or Databox” Gemini 3.5 Flash · negative prompt · hard negative
“High Maintenance. If you migrate Stripe accounts or restructure your database, your dashboard breaks.” Qwen 3.7 Flash · direct prompt · soft negative
“Start with ProfitWell (free) for revenue metrics + Looker Studio (free) for your dashboard. That's a $0 cost solution.” DeepSeek V4 Flash · budget prompt · first choice
“the best SaaS metrics dashboard is Google Looker Studio (formerly Google Data Studio)—it's completely free with no usage limits” Grok 4.1 Fast · budget prompt · first choice
“the best practical choice is usually Looker Studio if you want a fully free, customizable dashboard” Perplexity Sonar · budget prompt · first choice
What the models said about Microsoft Power BI
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Be cautious: General-purpose BI tools (Power BI, Tableau, Looker) for SaaS metrics” DeepSeek V4 Flash · negative prompt · soft negative
“the best SaaS metrics dashboard is often a custom-built solution using Power BI or Tableau on top of a modern data warehouse” Mistral Small · direct 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.