# Oracle Narrative Reporting: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/finance/vendors/oracle-narrative-reporting

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [SEC and disclosure reporting](https://www.gane.ai/index/finance/accounting/sec-and-disclosure-reporting/index.md) | 0% | 11 | 0% | 5 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| 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 | 2 | 0 | 2 |
| 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 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Oracle Narrative Reporting, from 18 of the 18 answers that named it (only the models that return a source list).

### Domains cited

- cfoshortlist.com: 18
- houseblend.io: 17
- g2.com: 9
- sec.gov: 6
- gitnux.org: 5
- dfinsolutions.com: 4
- finrep.ai: 4
- iriscarbon.com: 4
- rankite.com: 4
- workiva.com: 4

### Pages cited

- https://cfoshortlist.com/reports/best-disclosure-management-software: 17
- https://cfoshortlist.com/reports/sec-reporting-software: 14
- https://houseblend.io/articles/sec-filing-software-platforms-pricing-compliance: 11
- https://cfoshortlist.com/reports/regulatory-reporting-software: 10
- https://houseblend.io/articles/pdfs/sec-filing-software-platforms-pricing-compliance-08abc514a3c2fcc9.pdf: 6
- https://cfoshortlist.com/reports/workiva-alternatives: 5
- https://houseblend.io/articles/fr/pdfs/logiciels-depot-sec-plateformes-tarifs-conformite.pdf: 5
- https://dfinsolutions.com/products/activedisclosure: 4

## In its own words

What Oracle Narrative Reporting's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Discover the best way to meet internal and external reporting needs and collaborate across the report creation process to define, author, review, and publish management and regulatory reports. (https://www.oracle.com/performance-management/narrative-reporting)
- For: Organizations with internal and external reporting needs; management and regulatory reporting users (https://www.oracle.com/performance-management/narrative-reporting)
- Customers named: Rutgers, 罗格斯大学

## Record

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