G2 Vendor Directory

Vertex Explainable AI vs. Cloudera

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

MetricVertex Explainable AI

by Google

Cloudera

by Cloudera

Overall rating4.74.2
Review count18205
Ease of use9.38.6
Ease of setup9.48.4
Quality of support9.08.4
Meets requirements9.28.9
NPS94.44444445.641026
Small Business33.3%34.3%
Mid-Market33.3%27.5%
Enterprise33.3%38.2%
Total page views170964
Total LLM citations681,693

Vertex Explainable AI

Understand AI output and build trust. Explainable AI is a set of tools and frameworks to help you understand and interpret predictions made by your machine learning models, natively integrated with a number of Google's products and services. With it, you can debug and improve model performance, and help others understand your models' behavior. You can also generate feature attributions for model predictions in AutoML Tables, BigQuery ML and Vertex AI, and visually investigate model behavior using the What-If Tool.

Pros

  • Easy Integrations
  • Collaboration
  • Easy Access
  • Security Protection
  • Cost Saving
  • Data Management

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