# Oracle: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 40 judge labels across 17 categories by 11 of 14 models. Page: https://www.gane.ai/index/finance/vendors/oracle

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ERP systems](https://www.gane.ai/index/finance/accounting/erp-systems/index.md) | 0% | 57 | 70% | 10 |
| [Financial consolidation](https://www.gane.ai/index/finance/accounting/financial-consolidation/index.md) | 0% | 98 | 67% | 6 |
| [Fixed asset accounting](https://www.gane.ai/index/finance/accounting/fixed-asset-accounting/index.md) | 0% | 115 | 60% | 5 |
| [Revenue recognition](https://www.gane.ai/index/finance/accounting/revenue-recognition/index.md) | 0% | 90 | 67% | 3 |
| [Financial close management](https://www.gane.ai/index/finance/accounting/financial-close-management/index.md) | 0% | 28 | 0% | 2 |
| [Professional services automation](https://www.gane.ai/index/finance/receivables/professional-services-automation/index.md) | 0% | 113 | 100% | 2 |
| [Transfer pricing](https://www.gane.ai/index/finance/tax/transfer-pricing/index.md) | 0% | 97 | 50% | 2 |
| [Accounting software](https://www.gane.ai/index/finance/accounting/accounting-software/index.md) | 0% | 50 | 100% | 1 |
| [Accounts payable automation](https://www.gane.ai/index/finance/spend/accounts-payable-automation/index.md) | 0% | 76 | 100% | 1 |
| [B2B payment acceptance](https://www.gane.ai/index/finance/receivables/b2b-payment-acceptance/index.md) | 0% | 85 | 0% | 1 |
| [Cash application](https://www.gane.ai/index/finance/receivables/cash-application/index.md) | 0% | 62 | 0% | 1 |
| [Cash flow forecasting](https://www.gane.ai/index/finance/treasury/cash-flow-forecasting/index.md) | 0% | 77 | 0% | 1 |
| [Corporate tax provision](https://www.gane.ai/index/finance/tax/corporate-tax-provision/index.md) | 0% | 69 | 0% | 1 |
| [Entity management](https://www.gane.ai/index/finance/corporate/entity-management/index.md) | 0% | 84 | 100% | 1 |
| [ESG and carbon reporting](https://www.gane.ai/index/finance/corporate/esg-and-carbon-reporting/index.md) | 0% | 102 | 0% | 1 |
| [Financial modeling and scenario planning](https://www.gane.ai/index/finance/planning/financial-modeling-and-scenario-planning/index.md) | 0% | 76 | 0% | 1 |
| [SEC and disclosure reporting](https://www.gane.ai/index/finance/accounting/sec-and-disclosure-reporting/index.md) | 0% | 41 | 0% | 1 |

## What the models said for it

- "Highest-rated overall in 2024 ISG Buyers Guide; comprehensive features; strong for complex global consolidations" (MiniMax M2.5, Financial consolidation)
- "Start with SAP S/4HANA or Oracle Fusion." (Grok 4.20, ERP systems)
- "Choose an EPM Module (Oracle/Tagetik/OneStream) if: You want your close, consolidation, management reporting, and regulatory disclosures unified" (Gemini 3.5 Flash, Disclosure reporting)
- "worth evaluating if Oracle is central to your finance systems or you need its consolidation capabilities" (GPT-6 Luna, Financial close manageme)

## And against it

- "Avoid: Pure spreadsheets (error-prone) or enterprise tools like Oracle/NetSuite" (Grok 4.20, Fixed asset accounting)
- "Avoid: ONESOURCE or Oracle unless you have a dedicated TP team" (DeepSeek V4 Flash, Transfer pricing)
- "Large, complex systems like SAP and Oracle are known for difficult, expensive implementations that require significant IT expertise" (Claude Haiku 4.5, ERP systems)
- "Legacy ERP Modules (e.g., basic revenue features in older Oracle, SAP, or custom ERPs without modern add-ons) - Why cautious?" (Grok 4.20, Revenue recognition)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 1 | 0 | 3 | 7 | 11 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 6 | 7 |
| Kimi K2 | 0 | 0 | 1 | 4 | 5 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 1 | 1 | 1 | 4 |
| GPT-6 Luna | 0 | 2 | 1 | 0 | 3 |
| Muse Glimmer 30B | 0 | 0 | 2 | 1 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Oracle, from 99 of the 119 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 24
- g2.com: 20
- sourceforge.net: 19
- softwareadvice.com: 14
- erpresearch.com: 13
- netsuite.com: 12
- reddit.com: 12
- getapp.com: 9
- linkedin.com: 9
- rightrev.com: 9

### Pages cited

- https://rightrev.com/how-to-evaluate-revenue-recognition-software: 7
- https://getsphere.com/blog/best-transfer-pricing-software-for-compliance: 5
- https://toolradar.com/guides/best-revenue-recognition-software: 5
- https://topbusinesssoftware.com/categories/transfer-pricing: 5
- https://zenskar.com/buyers-guide/revenue-recognition-software: 5
- https://featuredcustomers.com/software/transfer-pricing-software: 4
- https://guideflow.com/blog/transfer-pricing-software: 4
- https://wise.com/us/blog/best-revenue-recognition-software: 4

## In its own words

What Oracle's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Oracle Trust Center: Our mission is securing your data (https://www.oracle.com/trust)
- For: organizations (https://www.oracle.com/trust)
- Price stated: Save $500 per person with special group pricing. (https://www.oracle.com/ai-world/partners)
- Free plan or trial: Try Oracle Cloud Free Tier (https://www.oracle.com/corporate/features/connect-analyze-integrate.html)
- Certifications: Common Criteria
- Customers named: Liberty Energy, Kobalt Music, NHS Shared Business Services, Worldline, Rappi, AV, Conduent, Renesas

## What it publishes

Every page oracle.com exposes, read 2026-09-29: 10005 addresses. By kind, pages and the last 90 days:

- blog: 11 pages, 0 in the last 90 days, latest undated
- case study: 37 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 13 pages, 0 in the last 90 days, latest undated
- conference or event: 171 pages, 0 in the last 90 days, latest undated
- report or ebook: 13 pages, 0 in the last 90 days, latest undated
- comparison: 2 pages, 0 in the last 90 days, latest undated
- template or tool: 14 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 220 pages, 0 in the last 90 days, latest undated

## 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.