G2 Vendor Directory

Amazon Comprehend vs. Google Cloud AutoML Natural Language

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

MetricAmazon Comprehend

by Amazon Web Services (AWS)

Google Cloud AutoML Natural Language

by Google

Overall rating4.34.4
Review count8662
Ease of use8.98.9
Ease of setup8.59.0
Quality of support8.78.9
Meets requirements8.88.7
NPS5060.344828
Small Business39.5%66.1%
Mid-Market40.7%17.7%
Enterprise19.8%16.1%
Total page views2982,872
Total LLM citations1,99118

Amazon Comprehend

Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. Amazon Comprehend identifies the language of the text; extracts key phrases, places, people, brands, or events; understands how positive or negative the text is; and automatically organizes a collection of text files by topic.

Pros

  • Access
  • Ease of Use
  • Machine Learning
  • Insights
  • Insights Analysis
  • NLP Capabilities

Google Cloud AutoML Natural Language

The powerful pre-trained models of the Natural Language API let developers work with natural language understanding features including sentiment analysis, entity analysis, entity sentiment analysis, content classification, and syntax analysis.

Pros