G2 Vendor Directory

Google Cloud Dataprep vs. Starburst

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

MetricGoogle Cloud Dataprep

by Google

Starburst

by Starburst

Overall rating4.34.3
Review count16127
Ease of use9.38.9
Ease of setup8.88.6
Quality of support8.69.0
Meets requirements8.59.0
NPS5051.587302
Small Business62.5%38.6%
Mid-Market18.8%23.6%
Enterprise18.8%37.8%
Total page views79853
Total LLM citations714,628

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

    Starburst

    Starburst is the data platform for analytics, applications, and AI, unifying data across clouds and on-premises to accelerate AI innovation. Organizations—from startups to Fortune 500 enterprises in 60+ countries—rely on Starburst for fast data access, seamless collaboration, and enterprise-grade governance on an open hybrid data lakehouse. Wherever data lives, Starburst unlocks its full potential, powering data and AI from development to deployment. By future-proofing data architecture, Starburst helps businesses fuel innovation with AI. Learn more at starburst.ai

    Pros

    • Fast Querying
    • Query Efficiency
    • Integrations
    • Ease of Use
    • Large Datasets
    • Performance