Zoho Analytics vs Tableau
Zero of fourteen models named Zoho Analytics first on the direct prompt; zero named Tableau. Zoho Analytics was named by twelve of the fourteen models and Tableau by fourteen and Zoho Analytics carries 16 labels and Tableau 29, so the shares are not directly comparable.
Named in one category 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 fourteen 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 financial reporting and dashboards page.
By framing
Zoho AnalyticsFirst choices, of fourteen modelsTableau
Across every category in the October 2026 Edition, Zoho Analytics and Tableau were named in the same answer thirty-three times, of the 44 answers naming Zoho Analytics and the 157 naming Tableau. In those answers Tableau took the first choice two times and Zoho Analytics five.
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 | | | ||||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | |
Zoho Analytics Tableau first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zoho Analytics on the left and Tableau on the right.The direct prompt
Neither was named
14 of 14 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
Zoho Analytics0%#7 of 12Tableau0%#12 of 12Zoho Analytics4%#6 of 18Tableau4%#7 of 18Zoho Analytics0%#– of 14Tableau0%#8 of 14What the models said about Zoho Analytics
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“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
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.