G2 Vendor Directory

Red Hat OpenShift Data Science vs. Databricks

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

MetricRed Hat OpenShift Data Science

by Red Hat

Databricks

by Databricks Inc.

Overall rating4.54.6
Review count421,388
Ease of use8.68.9
Ease of setup8.08.7
Quality of support8.98.9
Meets requirements8.99.1
NPS80.48780577.851361
Small Business21.4%15.1%
Mid-Market38.1%37.6%
Enterprise40.5%47.2%
Total page views21116,340
Total LLM citations14714,031

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

    Databricks

    Databricks is the Data and AI company. More than 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and 70% of the Fortune 500 — rely on the Databricks Data + AI Platform to build and scale data and AI apps, analytics, and agents. Headquartered in San Francisco with 30+ offices around the globe, Databricks offers a unified platform that includes Genie, Lakebase, Agent Bricks, Lakeflow, Lakehouse, and Unity Catalog.

    Pros

    • Features
    • Ease of Use
    • Integrations
    • Collaboration
    • Analytics
    • Easy Integrations