G2 Vendor Directory

Red Hat OpenShift Data Science vs. Cloudera

A side-by-side comparison based on G2 review data.

MetricRed Hat OpenShift Data Science

by Red Hat

Cloudera

by Cloudera

Overall rating4.54.2
Review count42205
Ease of use8.68.6
Ease of setup8.08.4
Quality of support8.98.4
Meets requirements8.98.9
NPS80.48780545.641026
Small Business21.4%34.3%
Mid-Market38.1%27.5%
Enterprise40.5%38.2%
Total page views211964
Total LLM citations1471,693

Red Hat OpenShift Data Science

Red Hat® OpenShift® AI is a flexible, scalable artificial intelligence (AI) and machine learning (ML) platform that enables enterprises to create and deliver AI-enabled applications at scale across hybrid cloud environments. Built using open source technologies, OpenShift AI provides trusted, operationally consistent capabilities for teams to experiment, serve models, and deliver innovative apps.

Pros

    Cloudera

    Cloudera is the only hybrid data and AI platform company that large organizations trust to bring AI to their data anywhere it lives. Unlike other providers, Cloudera delivers a consistent cloud experience that converges public clouds, on-prem data centers, and the edge, leveraging a proven open-source foundation. As the pioneer in big data, Cloudera empowers businesses to apply AI and assert control over 100% of their data, in all forms, improving security, governance, and real-time and predictive insights.

    Pros

    • Ease of Use
    • Scalability
    • Security
    • Features
    • Performance
    • Data Management