# Oracle Analytics Cloud: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/oracle-analytics-cloud

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded analytics](https://www.gane.ai/index/it/it-data/embedded-analytics/index.md) | 0% | 36 | 25% | 4 |

## What the models said for it

- "Ranked at the top by ISG for its robust embedded analytics capabilities" (Mistral Small, Embedded analytics)

## And against it

- "enterprise tools like Tableau, Looker, Power BI Embedded, Oracle Analytics Cloud, and others where pricing/packaging can be complex" (GPT-5.4 mini, Embedded analytics)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Oracle Analytics Cloud, from 12 of the 12 answers that named it (only the models that return a source list).

### Domains cited

- verifiedmarketresearch.com: 8
- research.isg-one.com: 7
- fortunebusinessinsights.com: 5
- prnewswire.com: 5
- capterra.com: 4
- g2.com: 4
- qrvey.com: 4
- softwareadvice.com: 4
- techtarget.com: 4
- cube.dev: 3

### Pages cited

- https://verifiedmarketresearch.com/blog/top-embedded-analytics-tools: 8
- https://research.isg-one.com/buyers-guide/analytics_and_data/embedded_analytics/2024: 6
- https://fortunebusinessinsights.com/blog/top-embedded-analytics-tools-offering-companies-11033: 5
- https://prnewswire.com/news-releases/nucleus-research-releases-2026-embedded-analytics-technology-value-matrix-302920915.html: 5
- https://capterra.com/embedded-analytics-software: 4
- https://qrvey.com/blog/best-embedded-analytics-tools: 4
- https://softwareadvice.com/embedded-analytics: 4
- https://techtarget.com/news/Evaluate-8-of-the-top-embedded-analytics-tools/842843: 4

## 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.