G2 Vendor Directory

Google Cloud Dataprep vs. Control-M

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

MetricGoogle Cloud Dataprep

by Google

Control-M

by BMC Software

Overall rating4.34.3
Review count16214
Ease of use9.38.7
Ease of setup8.88.2
Quality of support8.68.7
Meets requirements8.59.1
NPS5055.609756
Small Business62.5%24.4%
Mid-Market18.8%22.2%
Enterprise18.8%53.3%
Total page views792,510
Total LLM citations717,695

Google Cloud Dataprep

Google Cloud Dataprep is an intelligent data service for visually exploring, cleaning, and preparing structured and unstructured data for analysis. Cloud Dataprep is serverless and works at any scale.

Pros

    Control-M

    Control-M from BMC Software is a digital operations orchestration platform designed to help organizations connect applications, data pipelines, and infrastructure processes within a unified ecosystem. This solution is specifically tailored to manage complex hybrid environments, providing a robust framework for designing, automating, and governing workflows that span both on-premises and cloud technologies. By simplifying the management of operational dependencies, Control-M enables IT and business teams to maintain resilience, compliance, and efficiency at scale.

    Pros

    • Ease of Use
    • Automation
    • Features
    • Time-saving
    • Task Automation
    • Monitoring