# Looker Studio vs Zoho Analytics: which do AI models recommend for BI & dashboards, September 2026

GTM AI Recommendation Index, September 2026 Edition, Dashboards and data visualization. Zero of twelve models named Looker Studio first on the direct prompt; one named Zoho Analytics. Page: https://gtm-ai-index.com/gtm-data/dashboards-and-data-visualization/looker-studio-vs-zoho-analytics/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Looker Studio | 14% | #2 of 13 | 22% | 23 | 12 of 12 |
| Zoho Analytics | 2% | #6 of 13 | 6% | 18 | 10 of 12 |

## The direct prompt, model by model

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

## What the models said about Looker Studio

- "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 Zoho Analytics

- "Performance dips above 10M rows; limited enterprise scalability" (Kimi K2, negative prompt, soft negative)
- "Zoho Analytics, Microsoft Power BI, and Metabase offer the best balance of cost and capability" (Claude Haiku 4.5, direct prompt, first choice)
- "For small businesses: Zoho Analytics provides the best balance of features and cost with a generous free tier." (MiniMax M2.5, budget prompt, alternative)
- "affordable (from ~$25/mo), AI-powered, and excellent for mixed tech stacks with limited dedicated BI staff" (DeepSeek V4 Flash, direct prompt, alternative)

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.