# Zoho Analytics vs Tableau: which do AI models recommend for financial reporting, October 2026

Finance AI Recommendation Index, October 2026 Edition, Financial reporting and dashboards. Zero of fourteen models named Zoho Analytics first on the direct prompt; zero named Tableau. Page: https://finance-ai-index.com/planning/financial-reporting-and-dashboards/zoho-analytics-vs-tableau/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Zoho Analytics | 4% | #6 of 18 | 0% | 16 | 12 of 14 |
| Tableau | 4% | #7 of 18 | 24% | 29 | 14 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: neither named (first choices: Sage Intacct) (alternatives: Cube, Datarails, Flow ERP, Oracle NetSuite, Prophix)
- GPT-5.4 mini: neither named (first choices: Sage Intacct) (alternatives: OneStream, Prophix, Solver, Workiva)
- Gemini 3.5 Flash: neither named (first choices: Sage Intacct) (alternatives: Datarails, Intuit Enterprise Suite, Oracle NetSuite, Pigment, Planful, Prophix, Vena)
- Perplexity Sonar: neither named (first choices: Sage Intacct) (alternatives: Datarails, Planful, Prophix, Vena)
- Grok 4.1 Fast: neither named (first choices: Sage Intacct) (alternatives: Datarails, Vena)
- Mistral Small: neither named (first choices: Sage Intacct) (alternatives: Datarails, HighRadius, Prophix, Vena, Workday Adaptive Planning)
- DeepSeek V4 Flash: neither named (first choices: Sage Intacct) (alternatives: Datarails, Oracle NetSuite)
- Llama 4 Maverick: neither named (first choices: Sage Intacct) (alternatives: Datarails, Maxio, Phocas Software, Vena)
- Qwen 3.7 Flash: neither named (first choices: Sage Intacct) (alternatives: BlackLine, OneStream, Oracle NetSuite, Vena)
- Kimi K2: neither named (first choices: Sage Intacct) (alternatives: Cube, Datarails)
- GLM 4.7 FlashX: neither named (first choices: Sage Intacct) (alternatives: Acumatica, Datarails, Oracle NetSuite, Vena)
- MiniMax M2.5: neither named (first choices: Sage Intacct) (alternatives: Acumatica, Mosaic, Oracle NetSuite, Vena)
- GPT-6 Luna: neither named (first choices: Datarails) (alternatives: Planful, Sage Intacct, Workday Adaptive Planning)
- Muse Glimmer 30B: neither named (first choices: Sage Intacct) (alternatives: Datarails, Prophix, Vena)

## What the models said about Zoho Analytics

- "Zoho Analytics: Ideal if you need deep drilldown capabilities and scheduled reporting with conditional filters" (Mistral Small, paraphrase prompt, first choice)
- "1. Zoho Analytics - couples dashboard drilldown with scheduled reporting and conditional filters." (Llama 4 Maverick, paraphrase prompt, first choice)
- "Zoho Analytics if the main need is repeatable KPI dashboards and scheduled reporting" (Perplexity Sonar, paraphrase prompt, alternative)

## What the models said about Tableau

- "Power BI or Tableau would be the most versatile choices... while Tableau offers more advanced visualization capabilities" (MiniMax M2.5, paraphrase prompt, first choice)
- "Choose Tableau if visualization quality is critical, you have the budget, and do exploratory analysis" (Kimi K2, comparative prompt, first choice)
- "reviews note Power BI/Tableau as most adopted for versatility" (Grok 4.1 Fast, comparative prompt, first choice)

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.