G2 Vendor Directory

Google Cloud AutoML vs. KNIME

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

MetricGoogle Cloud AutoML

by Google

KNIME

by KNIME

Overall rating4.34.5
Review count52127
Ease of use9.18.8
Ease of setup8.78.8
Quality of support8.48.6
Meets requirements8.88.9
NPS54.90196168
Small Business40.4%27.6%
Mid-Market38.5%29.1%
Enterprise21.2%43.3%
Total page views6401,057
Total LLM citations1088,088

Google Cloud AutoML

Google Cloud AutoML is a suite of machine learning products designed to enable developers with limited expertise to train high-quality custom models tailored to their specific business needs. By leveraging Google's advanced transfer learning and neural architecture search technologies, AutoML simplifies the process of building, deploying, and scaling machine learning models, making AI more accessible to a broader audience.

Pros

  • Integrated Platform
  • Intuitive
  • Ease of Use
  • AI Integration
  • Easy Integrations
  • Machine Learning

KNIME

KNIME helps everybody make sense of data. Its free and open source KNIME Analytics Platform enables anyone — whether they come from a business, technical or data background — to intuitively work with data, every day. KNIME Business Hub is the commercial complement to KNIME Analytics Platform and enables users to collaborate on data science and share insights across the organization. Together, the products support the complete data science lifecycle, allowing teams at all levels of analytics readiness to support the operationalization of data and to build a scalable data science practice.

Pros

  • Ease of Use
  • Ease of Learning
  • Learning
  • Coding Ease
  • Graphical Visualization
  • Easy Integrations