G2 Vendor Directory

openNLP vs. Amazon Comprehend

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

MetricopenNLP

by The Apache Software Foundation

Amazon Comprehend

by Amazon Web Services (AWS)

Overall rating4.04.3
Review count1186
Ease of use8.68.9
Ease of setup7.18.5
Quality of support7.58.7
Meets requirements8.68.8
NPS18.18181850
Small Business63.6%39.5%
Mid-Market18.2%40.7%
Enterprise18.2%19.8%
Total page views18298
Total LLM citations21,991

openNLP

Apache OpenNLP library is a machine learning based toolkit for the processing of natural language text that supports the common NLP tasks, such as tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing, and coreference resolution these tasks are usually required to build more advanced text processing services and includes maximum entropy and perceptron based machine learning.

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