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

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/oracle-analytics

## 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) | 0% | 43 | 25% | 4 |

## And against it

- "Avoid legacy tools like older SAP or Oracle unless you have heavy investments there." (Grok 4.20, BI & dashboards)

## 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 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| 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 | 3 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Oracle Analytics, from 25 of the 25 answers that named it (only the models that return a source list).

### Domains cited

- cio.com: 10
- qlik.com: 8
- thoughtspot.com: 8
- basedash.com: 7
- linkedin.com: 7
- softwareadvice.com: 6
- zapier.com: 5
- business.udemy.com: 4
- dev.to: 4
- fanruan.com: 4

### Pages cited

- https://cio.com/article/222558/top-business-intelligence-bi-tools.html: 10
- https://softwareadvice.com/bi: 6
- https://zapier.com/blog/business-intelligence-software: 5
- https://linkedin.com/posts/royalresearch_businessintelligence-powerbi-tableau-activity-7431936281456230401-h_kH: 4
- https://thoughtspot.com/data-trends/business-intelligence/bi-tools-comparison: 4
- https://basedash.com/blog/how-to-choose-a-bi-tool-for-a-small-business: 3
- https://basedash.com/blog/top-business-intelligence-tools-in-2026-the-complete-guide: 3
- https://blazesql.com/blog/bi-tool-comparison: 3

## The company

Oracle Corporation; https://www.oracle.com/; Bengaluru, India; founded 1977; about 162,000 employees (2025); public, ORCL on Nasdaq. From Wikidata, fetched 2026-09-14.

## In its own words

What Oracle Analytics's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: a guide to help you on your journey to gain deeper insights with Oracle Analytics Cloud and/or Oracle Analytics Server (https://www.oracle.com/analytics/obia)
- For: Oracle Business Intelligence Applications customers (https://www.oracle.com/analytics/obia)
- Price stated: By moving to Oracle Analytics Cloud, you can Bring Your Own License to offset much of the cost. As an OBIEE customer, there is no additional cost when you move to Oracle Analytics Server. (https://www.oracle.com/analytics/obia)
- Free plan or trial: Get a free trial of Oracle Analytics Cloud. (https://www.oracle.com/analytics/obia)

## 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.