# Dashboards and data visualization for enterprise buyers: what AI models recommend, October 2026

Gane Index, October 2026 Edition. Asked as "business intelligence and dashboard tool" and as "data visualization platform", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/gtm/gtm-data/dashboards-and-data-visualization/2026-10/enterprise

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/gtm-data/dashboards-and-data-visualization/enterprise/index.md

**Standing:** Microsoft Power BI leads with 58% of first choices; verdict clear leader. 57 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Microsoft Power BI](https://www.gane.ai/index/gtm/vendors/microsoft-power-bi/index.md) | 58% | 10% | 72 |
| 2 | [Tableau](https://www.gane.ai/index/gtm/vendors/tableau/index.md) | 26% | 28% | 72 |
| 3 | [Looker](https://www.gane.ai/index/gtm/vendors/looker/index.md) | 5% | 17% | 63 |
| 4 | [Sisense](https://www.gane.ai/index/gtm/vendors/sisense/index.md) | 2% | 31% | 16 |
| 10 | [Qlik Sense](https://www.gane.ai/index/gtm/vendors/qlik-sense/index.md) | 0% | 8% | 40 |
| 11 | [ThoughtSpot](https://www.gane.ai/index/gtm/vendors/thoughtspot/index.md) | 0% | 10% | 29 |
| 12 | [Sigma](https://www.gane.ai/index/gtm/vendors/sigma/index.md) | 0% | 7% | 15 |
| 13 | [SAP Analytics Cloud](https://www.gane.ai/index/gtm/vendors/sap-analytics-cloud/index.md) | 0% | 0% | 11 |
| 39 | [Domo](https://www.gane.ai/index/gtm/vendors/domo/index.md) | 0% | 39% | 23 |
| 55 | [Metabase](https://www.gane.ai/index/gtm/vendors/metabase/index.md) | 0% | 75% | 12 |

Rank is by share of first choices among all 55 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Microsoft Power BI, Tableau; alternatives Domo, Looker
- GPT-5.4 mini: Microsoft Power BI, Tableau; alternatives Looker, Qlik Sense
- Gemini 3.5 Flash: Microsoft Power BI; alternatives Looker, Sigma, Tableau
- Perplexity Sonar: Microsoft Power BI; alternatives Looker, Sisense, Tableau, ThoughtSpot
- Grok 4.20: Microsoft Power BI; alternatives Looker, Qlik Sense, Tableau, ThoughtSpot
- Mistral Small: Sisense, Tableau; alternatives IBM Cognos Analytics, Looker, Microsoft Power BI
- DeepSeek V4 Flash: Microsoft Power BI, Tableau; alternatives Looker, Qlik Sense
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Microsoft Power BI, Tableau; alternatives Looker, Qlik Sense
- Kimi K2: Microsoft Power BI; alternatives Looker, Tableau, ThoughtSpot
- GLM 4.7 FlashX: Microsoft Power BI; alternatives Domo, Looker, Tableau
- MiniMax M2.5: Microsoft Power BI; alternatives Domo, Looker, Tableau
- GPT-6 Luna: Looker; alternatives Microsoft Power BI, Tableau
- Muse Glimmer 30B: Microsoft Power BI, Tableau; alternatives Looker, Looker Studio, Qlik Sense

## Sources the answers cite

77 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- improvado.io: 24 answers, 29 citations
- thoughtspot.com: 24 answers, 28 citations
- zoho.com: 23 answers, 29 citations
- qlik.com: 23 answers, 28 citations
- basedash.com: 18 answers, 29 citations
- holistics.io: 14 answers, 20 citations
- domo.com: 14 answers, 18 citations
- kanerika.com: 14 answers, 15 citations

Pages named in the most answers:

- https://improvado.io/blog/enterprise-business-intelligence-software-solutions (19 answers)
- https://qlik.com/us/business-intelligence/business-intelligence-tools (16 answers)
- https://zoho.com/analytics/business-intelligence-reporting-tools.html (15 answers)
- https://holistics.io/blog/business-intelligence-bi-tools (11 answers)
- https://ovaledge.com/blog/business-intelligence-tools (11 answers)
- https://thoughtspot.com/data-trends/business-intelligence/business-intelligence-tools (11 answers)
- https://basedash.com/blog/top-business-intelligence-tools-in-2026-the-complete-guide (9 answers)
- https://cio.economictimes.indiatimes.com/tools/best-bi-tools/126676798 (9 answers)
- https://integrate.io/blog/top-business-intelligence-tools (9 answers)
- https://tellius.com/resources/blog/best-business-intelligence-platforms-in-2026-13-platforms-compared-for-self-service-ai-depth-governance-and-analytical-intelligence (9 answers)

## Warned against

- Tableau: 20 of 72 labels negative. "What to Avoid for Predictable Costs at Scale - Tableau ... cost explodes linearly with thousands of users." (DeepSeek V4 Flash, budget prompt)
- Looker: 11 of 63 labels negative. "Often cited as overly complex and expensive... It's only recommended if you already have a mature data infrastructure and team in place." (Mistral Small, negative prompt)
- Metabase: 9 of 12 labels negative. "Tools such as Looker Studio and Metabase Open Source fit that profile and are normally recommended for under-25-employee, no-data-team or small analytics use cases rather than enterprise-wide decisioning" (Muse Glimmer 30B, negative prompt)
- Microsoft Power BI: 7 of 72 labels negative. "it has some drawbacks such as integration with other Microsoft services can increase overall spend, and minimum purchase requirements" (Llama 4 Maverick, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Microsoft Power BI at 58%.

- Microsoft Power BI: 70% to 58%, −12. Cleared the floor by 1 point · rank 1 of 48, unchanged.
- Tableau: 17% to 27%, +10. Inside the floor by 1 point · rank 2 of 48, unchanged.
- Sigma: 4% to 0%, −4. Inside the floor by 7 points · rank 3 → 11 of 48.
- Looker: 2% to 4%, +2. Inside the floor by 9 points · rank 5 → 3 of 48.
- Sisense: 0% to 2%, +2. Inside the floor by 9 points · rank 39 → 4 of 48.
- Qlik Sense: 2% to 0%, −2. Inside the floor by 9 points · rank 4 → 9 of 48.
- ThoughtSpot: 0% to 0%, ±0. Inside the floor by 11 points · rank 8 → 10 of 48.
- SAP Analytics Cloud: 0% to 0%, ±0. Inside the floor by 11 points · rank 10 → 12 of 48.
- Domo: 0% to 0%, ±0. Inside the floor by 11 points · rank 37 → 40 of 48.
- Metabase: 0% to 0%, ±0. Inside the floor by 11 points · rank 41 → 48 of 48.

## Record

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