G2 Vendor Directory

Coalesce vs. Cloudera

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

MetricCoalesce

by Coalesce

Cloudera

by Cloudera

Overall rating4.74.2
Review count119205
Ease of use9.48.6
Ease of setup9.38.4
Quality of support9.78.4
Meets requirements9.28.9
NPS88.13559345.641026
Small Business12.8%34.3%
Mid-Market64.1%27.5%
Enterprise23.1%38.2%
Total page views297964
Total LLM citations1,5751,693

Coalesce

Coalesce is the data operating layer for analytics and AI. It unifies data transformation, cataloging, and quality in one governed platform. Coalesce Transform, Coalesce Catalog, and Coalesce Quality share one metadata layer, one set of definitions, and one governance model. • One system, not a stitched toolchain: Transform, Catalog, and Quality share one metadata layer, one set of definitions, and one governance model. • Govern every actor, human or AI: an agent follows the same standards, approvals, and lineage as an engineer in the IDE.

Pros

  • Ease of Use
  • Customer Support
  • Intuitive
  • Automation
  • User Interface
  • Features

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