# Looker Studio vs Tableau: which do AI models recommend for saas metrics, September 2026

Finance AI Recommendation Index, September 2026 Edition, SaaS metrics and analytics. Zero of twelve models named Looker Studio first on the direct prompt; one named Tableau. Page: https://finance-ai-index.com/planning/saas-metrics-and-analytics/looker-studio-vs-tableau/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Looker Studio | 14% | #3 of 11 | 13% | 15 | 11 of 12 |
| Tableau | 2% | #7 of 11 | 18% | 11 | 6 of 12 |

## The direct prompt, model by model

- Mistral Small: tableau first (first choices: Microsoft Power BI, Tableau) (alternatives: Baremetrics, ChartMogul, Mixpanel)
- GPT-5.4 mini: neither first, one named (first choices: ProfitWell Metrics) (alternatives: Amplitude, Looker, Microsoft Power BI, Mixpanel, Tableau)
- Grok 4.1 Fast: neither first, one named (first choices: ChartMogul) (alternatives: Baremetrics, Looker Studio, Maxio, Paddle Retain, Stripe Sigma, Tableau/Power BI)
- Kimi K2: neither first, one named (first choices: ChartMogul) (alternatives: Baremetrics, Databox, Looker Studio)
- Claude Haiku 4.5: neither named (first choices: ChartMogul) (alternatives: Amplitude, Baremetrics, HubSpot Operations Hub, Looker)
- Gemini 3.5 Flash: neither named (first choices: Subscript) (alternatives: ChartMogul, Equals, Maxio)
- Perplexity Sonar: neither named (first choices: Fairview) (alternatives: Databox, Microsoft Power BI)
- DeepSeek V4 Flash: neither named (first choices: ChartMogul) (alternatives: Baremetrics, Looker, Microsoft Power BI, ProfitWell / Paddle Retain, Sigma Computing)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: ChartMogul) (alternatives: Catalyst, Paddle)
- GLM 4.7 FlashX: neither named (first choices: ChartMogul, Databox) (alternatives: HockeyStack, Maxio)
- MiniMax M2.5: neither named (first choices: Baremetrics, ChartMogul) (alternatives: Microsoft Power BI)

## What the models said about Looker Studio

- "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

- "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)

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.