# Microsoft Power BI Embedded: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 26 judge labels across 1 category by 13 of 14 models. Page: https://www.gane.ai/index/it/vendors/microsoft-power-bi-embedded

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded analytics](https://www.gane.ai/index/it/it-data/embedded-analytics/index.md) | 6% | 5 | 46% | 26 |

## What the models said for it

- "I'd recommend starting with Microsoft Power BI or Domo Everywhere" (MiniMax M2.5, Embedded analytics)
- "Top Recommendation: Microsoft Power BI Embedded" (Grok 4.20, Embedded analytics)
- "1. Microsoft Power BI (Best Overall Value)" (Kimi K2, Embedded analytics)
- "Best for: Organizations embedded in the Microsoft/Azure ecosystem or looking for cost-effective capacity-based pricing." (Gemini 3.5 Flash, Embedded analytics)

## And against it

- "Traditional enterprise BI platforms (like Tableau, Power BI, or Looker) often fail mid-market B2B SaaS teams." (Gemini 3.5 Flash, Embedded analytics)
- "Faces significant criticism (73% negative for small businesses... Issues include complexity and expense" (Mistral Small, Embedded analytics)
- "Best For: Internal dashboards only; avoid if building a customer-facing product." (Qwen 3.7 Flash, Embedded analytics)
- "Power BI, if you haven't modeled the licensing and capacity... Don't assume ordinary Power BI licenses cover the customer-facing scenario." (GPT-6 Luna, Embedded analytics)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Microsoft Power BI Embedded, from 62 of the 72 answers that named it (only the models that return a source list).

### Domains cited

- qrvey.com: 26
- upsolve.ai: 21
- research.isg-one.com: 20
- embeddable.com: 19
- techtarget.com: 19
- omni.co: 17
- verifiedmarketresearch.com: 16
- draxlr.com: 15
- technologyadvice.com: 15
- zoho.com: 15

### Pages cited

- https://qrvey.com/blog/best-embedded-analytics-tools: 19
- https://research.isg-one.com/buyers-guide/analytics_and_data/embedded_analytics/2024: 18
- https://techtarget.com/news/Evaluate-8-of-the-top-embedded-analytics-tools/842843: 18
- https://verifiedmarketresearch.com/blog/top-embedded-analytics-tools: 16
- https://technologyadvice.com/blog/information-technology/embedded-analytics-software: 15
- https://draxlr.com/blogs/best-embedded-analytics-tools: 12
- https://omni.co/articles/best-embedded-analytics-tools-2026: 12
- https://usedatabrain.com/blog/embedded-analytics-tools: 12

## Record

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