# Tableau: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 79 judge labels across 7 categories by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/tableau

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Dashboards and data visualization](https://www.gane.ai/index/gtm/gtm-data/dashboards-and-data-visualization/index.md) | 4% | 3 | 16% | 61 |
| [Data warehouse and reverse ETL for marketing](https://www.gane.ai/index/gtm/gtm-data/data-warehouse-reverse-etl/index.md) | 0% | 19 | 0% | 7 |
| [Customer intelligence and data science](https://www.gane.ai/index/gtm/gtm-data/customer-intelligence-and-data-science/index.md) | 0% | 127 | 40% | 5 |
| [Data management platforms](https://www.gane.ai/index/gtm/gtm-data/data-management-platforms/index.md) | 0% | 97 | 0% | 2 |
| [Product analytics](https://www.gane.ai/index/gtm/gtm-data/product-analytics/index.md) | 0% | 23 | 0% | 2 |
| [Attribution and marketing mix modeling](https://www.gane.ai/index/gtm/marketing/attribution-mmm/index.md) | 0% | 79 | 0% | 1 |
| [Web analytics](https://www.gane.ai/index/gtm/gtm-data/web-analytics/index.md) | 0% | 80 | 0% | 1 |

## What the models said for it

- "Tableau - Known for powerful visualization and analytics capabilities, strong community support, and scalability." (Claude Haiku 4.5, BI & dashboards)
- "Choose Tableau when analysts prioritize sophisticated visual storytelling and exploratory analysis." (Perplexity Sonar, BI & dashboards)
- "Choose Tableau if visualization quality and handling massive datasets are priorities" (Kimi K2, BI & dashboards)
- "Tableau (if visualization is priority)" (GLM 4.7 FlashX, BI & dashboards)

## And against it

- "Tableau documents cases where some composed data-source extracts can't be done on the web and require Desktop, which can be a maintenance or governance burden." (GPT-5.4 mini, BI & dashboards)
- "Frequently cited for high costs and licensing... Dashboards can feel dated/rigid, require specialists for changes, and AI features underdeliver." (Grok 4.20, BI & dashboards)
- "Vendors who refuse to publish tiers or quote "contact for sales" on all plans (e.g., Tableau, Domo) often hide massive markups" (Qwen 3.7 Flash, Customer intel)
- "The cost is significantly higher than competitors like Power BI... Tableau may be overkill and too expensive relative to the ROI." (Qwen 3.7 Flash, BI & dashboards)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 3 | 1 | 5 |
| GPT-5.4 mini | 0 | 4 | 2 | 1 | 7 |
| Gemini 3.5 Flash | 0 | 2 | 2 | 1 | 5 |
| Perplexity Sonar | 1 | 2 | 1 | 1 | 5 |
| Grok 4.20 | 0 | 3 | 3 | 2 | 8 |
| Mistral Small | 0 | 2 | 2 | 0 | 4 |
| DeepSeek V4 Flash | 0 | 4 | 1 | 1 | 6 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 4 | 3 | 2 | 9 |
| Kimi K2 | 1 | 3 | 2 | 1 | 7 |
| GLM 4.7 FlashX | 1 | 3 | 1 | 1 | 6 |
| MiniMax M2.5 | 0 | 4 | 2 | 1 | 7 |
| GPT-6 Luna | 0 | 3 | 0 | 0 | 3 |
| Muse Glimmer 30B | 0 | 2 | 3 | 0 | 5 |

## Sources returned with these answers

The sites and pages cited by the answers that named Tableau, from 200 of the 244 answers that named it (only the models that return a source list).

### Domains cited

- softwareadvice.com: 52
- basedash.com: 49
- toolradar.com: 45
- g2.com: 36
- zapier.com: 36
- thoughtspot.com: 34
- cio.com: 33
- microsoft.com: 29
- qlik.com: 29
- improvado.io: 24

### Pages cited

- https://zapier.com/blog/business-intelligence-software: 35
- https://softwareadvice.com/bi: 33
- https://cio.com/article/222558/top-business-intelligence-bi-tools.html: 31
- https://toolradar.com/guides/best-business-intelligence-tools: 26
- https://ajelix.com/bi/business-intelligence-tools-for-small-business: 15
- https://improvado.io/blog/enterprise-business-intelligence-software-solutions: 14
- https://coefficient.io/bi-tools-for-small-business: 13
- https://databox.com/best-executive-dashboard-software: 13

## In its own words

What Tableau's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Business Intelligence and Analytics Software (https://tableau.com/)
- For: Teams (https://tableau.com/)
- Free plan or trial: Start for free (https://tableau.com/)
- Integrations claimed: 250 (https://www.tableau.com/events/conference/2021/partners)
- Customers named: Feeding America, Rakuten, Informatica, Collibra, Piedmont Healthcare, T-Mobile, Equinix, Autodesk

## What it publishes

Every page tableau.com exposes, read 2026-09-29: 10000 addresses. By kind, pages and the last 90 days:

- blog: 1045 pages, 0 in the last 90 days, latest undated
- case study: 598 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 36 pages, 0 in the last 90 days, latest undated
- conference or event: 5010 pages, 0 in the last 90 days, latest undated
- report or ebook: 4 pages, 0 in the last 90 days, latest undated
- comparison: 2 pages, 0 in the last 90 days, latest undated
- template or tool: 29 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 24 pages, 0 in the last 90 days, latest undated
- podcast or video: 4 pages, 0 in the last 90 days, latest undated

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.