# Cloudera: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/cloudera

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data management platforms](https://www.gane.ai/index/gtm/gtm-data/data-management-platforms/index.md) | 0% | 68 | 0% | 2 |

## 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 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 |
| 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 Cloudera, from 6 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- dremio.com: 2
- g2.com: 2
- guideflow.com: 2
- kanerika.com: 2
- softwareworld.co: 2
- techrepublic.com: 2
- actian.com: 1
- alation.com: 1
- amplitude.com: 1
- anblicks.com: 1

### Pages cited

- https://guideflow.com/blog/data-management-platform: 2
- https://softwareworld.co/data-management-platforms/comparison: 2
- https://techrepublic.com/article/best-data-management-software: 2
- https://actian.com/top-data-intelligence-platforms: 1
- https://alation.com/blog/data-management-software: 1
- https://amplitude.com/security-and-privacy: 1
- https://anblicks.com/blog/why-most-enterprise-data-platforms-fail-and-what-actually-works: 1
- https://arxiv.org/pdf/2606.08266: 1

## The company

Cloudera; http://www.cloudera.com; Palo Alto, United States; founded 2008; public, CLDR on New York Stock Exchange. From Wikidata, fetched 2026-09-14.

## In its own words

What Cloudera's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: the only hybrid data and AI platform company that brings AI to data anywhere: in clouds, data centers, and at the edge. (https://cloudera.com/)
- For: enterprise (https://cloudera.com/)
- Price stated: Cloud-native services to secure and manage the data lifecycle in any cloud or data center. (https://www.cloudera.com/products/pricing.html)
- Starting price: $0.04/CCU (https://www.cloudera.com/products/pricing.html)
- Certifications: SOC 2 Type II, CCPA, Cyber Essentials Plus, GDPR, PCI DSS, ISO 27001
- Hosting: United States, Germany, Australia, Customer selected, Netherlands, AWS, Azure, GCP
- Customers named: Regions Bank, Vodafone Idea, Telkomsel, Bank of Montreal, Healthesystems

## What it publishes

Every page cloudera.com exposes, read 2026-09-29: 12184 addresses. By kind, pages and the last 90 days:

- blog: 754 pages, 8 in the last 90 days, latest 2026-09-18
- case study: 236 pages, 9 in the last 90 days, latest 2026-09-17
- webinar or virtual event: 201 pages, 0 in the last 90 days, latest 2026-03-05
- conference or event: 26 pages, 10 in the last 90 days, latest 2026-09-29
- report or ebook: 290 pages, 1 in the last 90 days, latest 2026-09-14
- comparison: 6 pages, 2 in the last 90 days, latest 2026-09-21
- template or tool: 4 pages, 0 in the last 90 days, latest 2026-01-27
- glossary or explainer: 4 pages, 4 in the last 90 days, latest 2026-09-17
- podcast or video: 1 pages, 1 in the last 90 days, latest 2026-09-28
- news or press: 191 pages, 9 in the last 90 days, latest 2026-09-17
- Recent: 2026-09-29 conference or event: Evolve https://www.cloudera.com/events/evolve.html
- Recent: 2026-09-29 conference or event: New york https://www.cloudera.com/events/evolve/new-york.html
- Recent: 2026-09-29 conference or event: Agenda https://www.cloudera.com/events/evolve/new-york/agenda.html
- Recent: 2026-09-28 podcast or video: The ai forecast https://www.cloudera.com/resources/podcast/the-ai-forecast.html
- Recent: 2026-09-28 conference or event: Speakers https://www.cloudera.com/events/evolve/new-york/speakers.html
- Recent: 2026-09-21 comparison: Self service vs centralized data management how to leverage data lineage to empower and control https://www.cloudera.com/blog/technical/self-service-vs-centralized-data-management-how-to-leverage-data-lineage-to-empower-and-control.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.