G2 Vendor Directory

Google Cloud AutoML Natural Language vs. Amazon Comprehend

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

MetricGoogle Cloud AutoML Natural Language

by Google

Amazon Comprehend

by Amazon Web Services (AWS)

Overall rating4.44.3
Review count6286
Ease of use8.98.9
Ease of setup9.08.5
Quality of support8.98.7
Meets requirements8.78.8
NPS60.34482850
Small Business66.1%39.5%
Mid-Market17.7%40.7%
Enterprise16.1%19.8%
Total page views2,872298
Total LLM citations181,991

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

    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