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

Gane Index, November 2026 Edition. Named in 5 judge labels across 2 categories by 5 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/oracle-cx

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [CRM](https://www.gane.ai/index/gtm/revops/crm/index.md) | 0% | 59 | 50% | 4 |
| [Content management systems for marketing sites](https://www.gane.ai/index/gtm/marketing/marketing-cms/index.md) | 0% | 46 | 100% | 1 |

## What the models said for it

- "Complex enterprises | Deep data analytics, strong AI capabilities, handles massive scale" (MiniMax M2.5, CRM)

## And against it

- "notorious for being overly complex, expensive, and having a steep implementation curve" (Grok 4.20, CRM)
- "Enterprise Monoliths ... Why to be cautious: Huge Total Cost of Ownership (TCO)" (Gemini 3.5 Flash, Marketing CMS)
- "Highly customizable but complex and often requires dedicated IT support." (Mistral Small, CRM)

## 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 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 0 | 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 CX, from 26 of the 36 answers that named it (only the models that return a source list).

### Domains cited

- blog.hubspot.com: 13
- forbes.com: 11
- destinationcrm.com: 8
- growthtechspotlight.com: 8
- salesforce.com: 8
- crmcompared.com: 6
- elevatiq.com: 5
- leadsbridge.com: 5
- g2.com: 4
- hubspot.com: 4

### Pages cited

- https://blog.hubspot.com/sales/best-enterprise-crm-software: 11
- https://forbes.com/advisor/business/software/best-enterprise-crm: 10
- https://growthtechspotlight.com/directory/crm/for-enterprise: 8
- https://destinationcrm.com/Articles/Editorial/Magazine-Features/The-Best%C2%A0Enterprise-CRM-Suite-The-2024-CRM-Industry-Leader-Awards-165656.aspx: 7
- https://blog.hubspot.com/sales/enterprise-crm-software: 5
- https://destinationcrm.com/Articles/ReadArticle.aspx: 5
- https://leadsbridge.com/blog/enterprise-crm: 5
- https://crmcompared.com/best/enterprise-crm: 4

## 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.

## 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.