Looker Studio vs Tableau
Zero of twelve models named Looker Studio first on the direct prompt; one named Tableau. Looker Studio was named by eleven of the twelve models and Tableau by six and Looker Studio carries 15 labels and Tableau 11, so the shares are not directly comparable.
Named in two 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 saas metrics and analytics page.
By framing
Looker StudioFirst choices, of twelve modelsTableau
Across every category in the September 2026 Edition, Looker Studio and Tableau were named in the same answer twenty-seven times, of the 76 answers naming Looker Studio and the 119 naming Tableau. In those answers Tableau took the first choice zero times and Looker Studio eleven.
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 Tableau first choice named as an alternative argued againstblank: not namedEach cell is one answer, Looker Studio on the left and Tableau on the right.The direct prompt
Tableau 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
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
8 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 10Tableau0%#– of 10Looker Studio14%#3 of 11Tableau2%#7 of 11Tableau2%#7 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 Tableau
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two 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
“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.