Looker Studio vs Tableau
Zero of twelve models named Looker Studio first on the direct prompt; zero named Tableau. Both were named by all twelve models and Looker Studio carries 23 labels and Tableau 55, so the shares are not directly comparable.
By Looker, Santa Cruz, founded 2012. Named in four 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.
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 seventy-six times, of the 124 answers naming Looker Studio and the 225 naming Tableau. In those answers Tableau took the first choice three times and Looker Studio twenty-three.
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
Neither was the first choice, one was named
10 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 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 Studio32%#2 of 8Tableau2%#5 of 8Looker Studio14%#2 of 13Tableau6%#4 of 13Tableau17%#2 of 11Looker Studio0%#– of 11What the models said about Looker Studio
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid for complex relational data modeling.” Gemini 3.5 Flash · negative prompt · hard negative
“Performance issues with large, heavily-blended datasets ... Frequent connector failures for non-Google platforms” GLM 4.7 FlashX · negative prompt · soft negative
“Free, but has significant limitations: Performance degrades badly beyond ~100MB” DeepSeek V4 Flash · negative prompt · soft negative
“For most small businesses starting out, Looker Studio (if Google-connected) or Power BI Desktop → Pro (for Microsoft shops) offer the best balance” Qwen 3.7 Flash · budget prompt · first choice
“Google Looker Studio (formerly Google Data Studio) is the best business intelligence and dashboard tool for a company with a limited budget.” Grok 4.1 Fast · budget prompt · first choice
“If your data lives in Google products (GA4, Sheets, BigQuery) → Google Looker Studio - Free, fast setup, no installation.” GLM 4.7 FlashX · 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. 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.