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

GTM AI Recommendation Index, October 2026 Edition. Named in 2 judge labels across 1 categories by 2 of 14 models. Page: https://gtm-ai-index.com/vendors/oracle-bi/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Dashboards and data visualization | 0% | 49 | 100% | 2 |

## And against it

- "Complex setup ... Opaque pricing ... legacy enterprise platforms ... expensive, complex, and lagging behind" (DeepSeek V4 Flash, BI & dashboards)
- "Legacy & Heavy IT-Led Suites (Avoid unless mandatory)" (Gemini 3.5 Flash, BI & dashboards)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Dashboards and data visualization: 0% to 0%, ±0. New · not ranked in September 2026 · rank 49 of 52.

## 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)
- Certifications: Oracle Certification

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.