G2 Vendor Directory

Google Cloud Dataprep vs. Databricks

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

MetricGoogle Cloud Dataprep

by Google

Databricks

by Databricks Inc.

Overall rating4.34.6
Review count161,388
Ease of use9.38.9
Ease of setup8.88.7
Quality of support8.68.9
Meets requirements8.59.1
NPS5077.851361
Small Business62.5%15.1%
Mid-Market18.8%37.6%
Enterprise18.8%47.2%
Total page views7916,340
Total LLM citations7114,031

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

    Databricks

    Databricks is the Data and AI company. More than 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and 70% of the Fortune 500 — rely on the Databricks Data + AI Platform to build and scale data and AI apps, analytics, and agents. Headquartered in San Francisco with 30+ offices around the globe, Databricks offers a unified platform that includes Genie, Lakebase, Agent Bricks, Lakeflow, Lakehouse, and Unity Catalog.

    Pros

    • Features
    • Ease of Use
    • Integrations
    • Collaboration
    • Analytics
    • Easy Integrations