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

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/oracle-bi

## 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% | 70 | 100% | 2 |
| [Market intelligence platforms](https://www.gane.ai/index/gtm/gtm-data/market-intelligence/index.md) | 0% | 143 | 100% | 1 |

## And against it

- "Legacy/On-Premises-Only Solutions ... Examples: Old versions of MicroStrategy, Oracle BI" (Kimi K2, BI & dashboards)
- "Can be costly and resource-intensive; may overkill for smaller teams." (MiniMax M2.5, BI & dashboards)
- "chronic customer dissatisfaction post-acquisition" (DeepSeek V4 Flash, Market intelligence)

## 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 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| 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 BI, from 6 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- dev.to: 3
- g2.com: 3
- reddit.com: 3
- basedash.com: 2
- capterra.com: 2
- headmind.com: 2
- peerspot.com: 2
- rollstack.com: 2
- rst.software: 2
- softwareadvice.com: 2

### Pages cited

- https://basedash.com/blog/how-to-choose-a-bi-tool-for-a-small-business: 2
- https://dev.to/vivekdraxlr/how-to-choose-a-bi-tool-for-a-small-team-without-regretting-it-in-six-months-3cm5: 2
- https://headmind.com/en/10-errors-to-avoid-when-using-business-intelligence: 2
- https://rollstack.com/blog/bi-tools-top-10-gripes-and-how-to-fix-them: 2
- https://rst.software/blog/top-business-intelligence-tools---free-2024-comparison: 2
- https://accelo.com/blog/best-business-intelligence-tools-small-businesses: 1
- https://ailab-ua.github.io/courses/MIS510/magic_quadrant_for_business_210036.pdf: 1
- https://ajelix.com/bi/business-intelligence-tools-for-small-business: 1

## 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 BI's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI-powered analytics platform (https://www.oracle.com/analytics/idc-marketscape-bi-analytics-platforms)
- For: business users (https://www.oracle.com/analytics/idc-marketscape-bi-analytics-platforms)
- Free plan or trial: Try Oracle Analytics for free (https://www.oracle.com/analytics/idc-marketscape-bi-analytics-platforms)

## 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.