G2 Vendor Directory

Apache Beam vs. Google Cloud Managed Service for Apache Spark

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

MetricApache Beam

by The Apache Software Foundation

Google Cloud Managed Service for Apache Spark

by Google

Overall rating4.14.3
Review count1618
Ease of use8.19.0
Ease of setup9.37.1
Quality of support7.99.0
Meets requirements8.88.8
NPS28.57142968.75
Small Business37.5%27.8%
Mid-Market43.8%38.9%
Enterprise18.8%33.3%
Total page views52126
Total LLM citations24544

Apache Beam

Apache Beam is an open source unified programming model designed to define and execute data processing pipelines, including ETL, batch and stream processing.

Pros

    Google Cloud Managed Service for Apache Spark

    Cloud Dataproc is a fast, easy-to-use, fully-managed cloud service for running Apache Spark and Apache Hadoop clusters in a simpler, more cost-efficient way. Operations that used to take hours or days take seconds or minutes instead, and you pay only for the resources you use (with per-second billing). Cloud Dataproc also easily integrates with other Google Cloud Platform (GCP) services, giving you a powerful and complete platform for data processing, analytics and machine learning.

    Pros