G2 Vendor Directory

Azure Databricks vs. Cloudera

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

MetricAzure Databricks

by Microsoft

Cloudera

by Cloudera

Overall rating4.54.2
Review count240205
Ease of use8.98.6
Ease of setup8.98.4
Quality of support8.78.4
Meets requirements9.08.9
NPS68.69158945.641026
Small Business25.1%34.3%
Mid-Market27.6%27.5%
Enterprise47.3%38.2%
Total page views404964
Total LLM citations1,9811,693

Azure Databricks

Azure Databricks is a unified, open analytics platform developed collaboratively by Microsoft and Databricks. Built on the lakehouse architecture, it seamlessly integrates data engineering, data science, and machine learning within the Azure ecosystem. This platform simplifies the development and deployment of data-driven applications by providing a collaborative workspace that supports multiple programming languages, including SQL, Python, R, and Scala.

Pros

  • Ease of Use
  • Features
  • Integrations
  • Speed
  • Scaling
  • Analytics

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