Cloud Data Platform Decision Framework

An interactive guide to choosing between BigQuery, Redshift, Snowflake, and Databricks.

Visual Strengths Comparison

Select platforms to compare their core strengths on the chart below. This helps visualize the ideal fit for different priorities, from raw performance to ease of use.

Platform Deep Dive

Explore detailed information on each platform's architecture, pricing model, key features, and best-fit scenarios.

Find Your Best Fit by Use Case

What is your primary goal? Select a use case to see our top recommendation and an explanation of why it's the best choice.

Select a use case above to see the recommendation.

At-a-Glance Feature Matrix

A quick, side-by-side comparison of the core architectural and functional aspects of each platform.

Feature Google BigQuery Amazon Redshift Snowflake Databricks Lakehouse