# Dashboards and data visualization: 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 a mid-market B2B company. Page: https://www.gane.ai/index/gtm/gtm-data/dashboards-and-data-visualization/2026-10

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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/index.md

**Standing:** Microsoft Power BI leads with 52% of first choices; verdict clear leader. 48 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) | 52% | 17% | 71 |
| 2 | [Looker Studio](https://www.gane.ai/index/gtm/vendors/looker-studio/index.md) | 25% | 10% | 29 |
| 3 | [Tableau](https://www.gane.ai/index/gtm/vendors/tableau/index.md) | 8% | 21% | 63 |
| 4 | [Metabase](https://www.gane.ai/index/gtm/vendors/metabase/index.md) | 8% | 6% | 31 |
| 5 | [Zoho Analytics](https://www.gane.ai/index/gtm/vendors/zoho-analytics/index.md) | 2% | 4% | 25 |
| 6 | [Sigma](https://www.gane.ai/index/gtm/vendors/sigma/index.md) | 2% | 0% | 15 |
| 7 | [Domo](https://www.gane.ai/index/gtm/vendors/domo/index.md) | 2% | 21% | 24 |
| 8 | [Looker](https://www.gane.ai/index/gtm/vendors/looker/index.md) | 0% | 26% | 47 |
| 9 | [Qlik Sense](https://www.gane.ai/index/gtm/vendors/qlik-sense/index.md) | 0% | 17% | 29 |
| 10 | [ThoughtSpot](https://www.gane.ai/index/gtm/vendors/thoughtspot/index.md) | 0% | 12% | 17 |
| 11 | [Sisense](https://www.gane.ai/index/gtm/vendors/sisense/index.md) | 0% | 29% | 17 |

Rank is by share of first choices among all 52 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 Metabase
- GPT-5.4 mini: Microsoft Power BI; alternatives Looker, Tableau
- Gemini 3.5 Flash: Sigma; alternatives Explo, Metabase, Microsoft Power BI, Sisense
- Perplexity Sonar: Microsoft Power BI; alternatives Tableau, Zoho Analytics
- Grok 4.20: Microsoft Power BI; alternatives Looker, Tableau, Zoho Analytics
- Mistral Small: Tableau; alternatives Domo, Microsoft Power BI
- DeepSeek V4 Flash: Microsoft Power BI; alternatives Domo, Looker Studio, Sigma, Tableau
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Microsoft Power BI; alternatives Domo, Looker, Tableau, Zoho Analytics
- Kimi K2: Microsoft Power BI; alternatives Sigma, Sisense, Tableau
- GLM 4.7 FlashX: Microsoft Power BI; alternatives Looker, Qlik Sense, Tableau
- MiniMax M2.5: Microsoft Power BI; alternatives Domo, Tableau
- GPT-6 Luna: Microsoft Power BI; alternatives Looker, Sigma, Tableau
- Muse Glimmer 30B: Microsoft Power BI; alternatives Domo, Looker, Looker Studio, Tableau

## Sources the answers cite

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

- thoughtspot.com: 26 answers, 38 citations
- zoho.com: 24 answers, 44 citations
- domo.com: 22 answers, 31 citations
- viasocket.com: 18 answers, 39 citations
- querio.ai: 16 answers, 21 citations
- holistics.io: 16 answers, 17 citations
- fanruan.com: 15 answers, 16 citations
- qlik.com: 13 answers, 15 citations

Pages named in the most answers:

- https://holistics.io/blog/business-intelligence-bi-tools (13 answers)
- https://medium.com/doublecloud-insights/bi-platforms-comparison-top-10-best-business-intelligence-tools-2024-2389dcda104e (11 answers)
- https://saasrat.com/categories/business-intelligence (11 answers)
- https://ovaledge.com/blog/business-intelligence-tools (10 answers)
- https://thoughtspot.com/data-trends/business-intelligence/business-intelligence-tools (10 answers)
- https://zoho.com/analytics/business-intelligence-reporting-tools.html (10 answers)
- https://domo.com/learn/article/business-intelligence-tools (9 answers)
- https://qlik.com/us/business-intelligence-tools (9 answers)
- https://thoughtspot.com/data-trends/business-intelligence/bi-tools-comparison (9 answers)
- https://viasocket.com/discovery/blog/rtl4bf/Business%20Intelligence/top-9-bi-tools-for-executive-dashboards-that-win (9 answers)

## Warned against

- Looker: 12 of 47 labels negative. "Avoid Looker unless you have a dedicated data team and the budget for its complexity and cost." (Mistral Small, negative prompt)
- Tableau: 13 of 63 labels negative. "Avoid investing in massive enterprise platforms (like full-scale Tableau Server... Avoid implementing any self-service tool (Tableau, Power BI, Sisense) without establishing data governance" (Qwen 3.7 Flash, negative prompt)
- Microsoft Power BI: 12 of 71 labels negative. "Dataset limits and performance: Pro tier caps at 1GB, slows on large data/DAX queries... When to avoid: Non-Microsoft stacks, massive datasets" (Grok 4.20, negative prompt)
- MicroStrategy: 7 of 7 labels negative. "Businesses usually leave MicroStrategy over pricing that is not fully transparent and skews expensive, a steep learning curve" (Muse Glimmer 30B, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Microsoft Power BI at 51%.

- Microsoft Power BI: 62% to 51%, −11. Cleared the floor by 0 points · rank 1 of 49, unchanged.
- Looker Studio: 14% to 24%, +10. Inside the floor by 1 point · rank 2 of 49, unchanged.
- Tableau: 6% to 10%, +4. Inside the floor by 7 points · rank 4 → 3 of 49.
- Metabase: 10% to 7%, −3. Inside the floor by 8 points · rank 3 → 4 of 49.
- Sigma: 0% to 2%, +2. Inside the floor by 9 points · rank 10 → 6 of 49.
- Domo: 0% to 2%, +2. Inside the floor by 9 points · rank 15 → 7 of 49.
- Qlik Sense: 2% to 0%, −2. Inside the floor by 9 points · rank 5 → 9 of 49.
- ThoughtSpot: 2% to 0%, −2. Inside the floor by 9 points · rank 6 → 10 of 49.
- Zoho Analytics: 2% to 2%, ±0. Inside the floor by 11 points · rank 7 → 5 of 49.
- Looker: 0% to 0%, ±0. Inside the floor by 11 points · rank 9 → 8 of 49.
- Sisense: 0% to 0%, ±0. Inside the floor by 11 points · rank 11 of 49, unchanged.
- Apache Superset: 0% to 0%, ±0. Inside the floor by 11 points · rank 12 → 17 of 49.

## 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.