# Looker Studio vs Sigma: which do AI models recommend for BI & dashboards, October 2026

GTM AI Recommendation Index, October 2026 Edition, Dashboards and data visualization. Zero of fourteen models named Looker Studio first on the direct prompt; one named Sigma. Page: https://gtm-ai-index.com/gtm-data/dashboards-and-data-visualization/looker-studio-vs-sigma/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Looker Studio | 25% | #2 of 11 | 10% | 29 | 13 of 14 |
| Sigma | 2% | #6 of 11 | 0% | 15 | 8 of 14 |

## The direct prompt, model by model

- Gemini 3.5 Flash: sigma first (first choices: Sigma) (alternatives: Explo, Metabase, Microsoft Power BI, Sisense, Tableau)
- DeepSeek V4 Flash: neither first, one named (first choices: Microsoft Power BI) (alternatives: Domo, Looker Studio, Sigma, Tableau, ThoughtSpot)
- Kimi K2: neither first, one named (first choices: Microsoft Power BI) (alternatives: Sigma, Sisense, Tableau)
- GPT-6 Luna: neither first, one named (first choices: Microsoft Power BI) (alternatives: Looker, Sigma, Tableau)
- Muse Glimmer 30B: neither first, one named (first choices: Microsoft Power BI) (alternatives: Domo, Looker, Looker Studio, Tableau, ThoughtSpot)
- Claude Haiku 4.5: neither named (first choices: Microsoft Power BI, Tableau) (alternatives: Metabase)
- GPT-5.4 mini: neither named (first choices: Microsoft Power BI) (alternatives: Looker, Tableau)
- Perplexity Sonar: neither named (first choices: Microsoft Power BI) (alternatives: Tableau, Zoho Analytics)
- Grok 4.1 Fast: neither named (first choices: Microsoft Power BI) (alternatives: Looker, Tableau, Zoho Analytics)
- Mistral Small: neither named (first choices: Tableau) (alternatives: Domo, Microsoft Power BI)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: Microsoft Power BI) (alternatives: Domo, Looker, Tableau, Zoho Analytics)
- GLM 4.7 FlashX: neither named (first choices: Microsoft Power BI) (alternatives: Looker, Qlik Sense, Tableau)
- MiniMax M2.5: neither named (first choices: Microsoft Power BI) (alternatives: Domo, Tableau)

## What the models said about Looker Studio

- "Free Looker Studio for business-critical, tightly governed BI... check whether its permissions and administration meet your requirements" (GPT-6 Luna, negative prompt, soft negative)
- "Looker Studio (Free, easy to hook up to Google products, but lacks governance)" (Gemini 3.5 Flash, paraphrase prompt, soft negative)
- "Overly Basic/Freemium Visualization Tools (Avoid for Scaling Businesses)" (Gemini 3.5 Flash, negative prompt, soft negative)
- "If your goal is to spend exactly $0 and you do not want to manage servers or databases, Google Looker Studio ... is the easiest and most accessible option." (Gemini 3.5 Flash, budget prompt, first choice)
- "Google Looker Studio (formerly Google Data Studio) stands out as the best business intelligence and dashboard tool for a company with a limited budget." (Grok 4.1 Fast, budget prompt, first choice)
- "Looker Studio is best for budget-conscious businesses primarily using Google tools ... and is free and works well with Google products" (Claude Haiku 4.5, budget prompt, first choice)

## What the models said about Sigma

- "go with Sigma Computing" (Gemini 3.5 Flash, direct prompt, first choice)
- "Choose Sigma if your team lives in Excel, you use Snowflake/Databricks, and you want business users to perform heavy ad-hoc analysis on live data." (Gemini 3.5 Flash, comparative prompt, alternative)
- "Sisense or Sigma are particularly strong choices due to their embedded analytics capabilities" (Kimi K2, direct prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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.