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

Gane Index, November 2026 Edition. Named in 31 judge labels across 4 categories by 12 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/oracle-eloqua

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Marketing automation and campaign management](https://www.gane.ai/index/gtm/marketing/marketing-automation/index.md) | 0% | 65 | 55% | 22 |
| [Email marketing platforms](https://www.gane.ai/index/gtm/marketing/email-marketing/index.md) | 0% | 31 | 40% | 5 |
| [Marketing resource management](https://www.gane.ai/index/gtm/marketing/marketing-resource-management/index.md) | 0% | 103 | 67% | 3 |
| [Print](https://www.gane.ai/index/gtm/marketing/print/index.md) | 0% | 40 | 0% | 1 |

## What the models said for it

- "Best For: Large enterprises in regulated industries (e.g., finance, healthcare) needing compliance and customization." (Grok 4.20, Marketing automation)
- "Pick Eloqua if you're an Oracle shop or need to manage millions of contacts with highly complex logic." (Kimi K2, Marketing automation)
- "Large enterprises needing highly complex campaign governance and advanced orchestration." (Perplexity Sonar, Marketing resource mgt)
- "Complex ABM, multi-region governance and scoring: Adobe Marketo Engage / Oracle Eloqua." (Muse Glimmer 30B, Email marketing)

## And against it

- "needs a team of specialists ("not a marketer self-service system"), dev-heavy, complex workflows, dated interface, and expensive to maintain" (Grok 4.20, Marketing automation)
- "One 2026 comparison specifically recommends avoiding Eloqua unless it is already part of your stack." (Perplexity Sonar, Marketing automation)
- "Often criticized for being overly complex and resource-intensive" (Mistral Small, Marketing automation)
- "enterprise suites like Salesforce Marketing Cloud, Oracle Eloqua or Adobe Marketo Engage carry licensing costs and implementation complexity" (Muse Glimmer 30B, Email marketing)

## 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 | 2 | 2 |
| Perplexity Sonar | 0 | 2 | 0 | 2 | 4 |
| Grok 4.20 | 0 | 1 | 2 | 3 | 6 |
| Mistral Small | 0 | 0 | 2 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 2 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 1 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 2 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Oracle Eloqua, from 118 of the 141 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 47
- capterra.com: 23
- ciopages.com: 23
- alium.io: 22
- gane.ai/index: 22
- oracle.com: 21 (its own site)
- salesforce.com: 21
- blog.hubspot.com: 20
- research.oz.spotlightar.com: 20
- hubspot.com: 18

### Pages cited

- https://ciopages.com/buyer-guides/marketing-automation: 23
- https://g2.com/categories/marketing-automation/enterprise: 23
- https://research.oz.spotlightar.com/reports/magic-quadrant-b2b-marketing-automation-platforms-2024/leaders: 18
- https://marketing-automation.ca/wp-content/uploads/2024/05/Ebook-How-MA-Platforms-Compare-Clickable-2024.pdf: 15
- https://selecthub.com/marketing-automation/best-enterprise-email-marketing-platforms: 14
- https://alium.io/research/top-complaints-marketing-automation: 13
- https://www.gane.ai/index/gtm/marketing/marketing-automation/enterprise: 13
- https://alium.io/research/what-marketing-automation-buyers-wish-they-knew: 10

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

- Positioning: a leading provider of cloud-based marketing automation and revenue performance management software (https://www.oracle.com/corporate/pressrelease/oracle-buys-eloqua-122012.html)
- For: companies (https://www.oracle.com/corporate/pressrelease/oracle-buys-eloqua-122012.html)
- Price stated: $23.50 per share or approximately $871 million, net of Eloqua’s cash (https://www.oracle.com/corporate/pressrelease/oracle-buys-eloqua-122012.html)

## 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.