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Unified analytics for data engineering, science, and ML

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Reviews onG2Capterra
667 reviews tracked

The Bottom Line

Entry price

Paid plans only

Biggest pro

Unified platform

Biggest con

Expensive

TL;DR - Databricks

  • Data and AI platform using consumption-based DBU pricing from $0.07 to $0.65+/DBU
  • Lakehouse combines data lake and warehouse on AWS, Azure, or GCP with Spark engine
  • Leader in 2025 Gartner MQ for Database Management with free Community Edition
Pricing: Paid only
Best for: Enterprises & pros
4.6/5 across review platforms

What is Databricks?

Editorial review
Databricks is a unified analytics platform combining data engineering, data science, and machine learning. Lakehouse architecture unifies data warehouses and data lakes. Collaborative notebooks for data teams. MLflow manages machine learning lifecycle. Delta Lake provides reliable data lakes. The platform where data teams do their best work.

Available on: Web

Pros & Cons

Pros

  • Unified platform
  • Great collaboration
  • Delta Lake

Cons

  • Expensive
  • Vendor lock-in

Ratings Across the Web

4.6(667 reviews)

Ratings aggregated from independent review platforms. Learn more

Key Features

Unified analyticsDelta LakeMachine learningSQL analyticsData engineeringCollaborative notebooks

Pricing Plans

Free Trial

Pricing checked May 27, 2026

Community Edition

null

Usage-based pricing

  • Limited features
  • Training
  • Open source
Most Popular

Jobs Compute

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$0.07-0.15/DBU

  • Scheduled workloads
  • 30-50% cheaper
  • Automated jobs

All-Purpose

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$0.20-0.40/DBU

  • Interactive workloads
  • Notebooks
  • Exploration

SQL Compute

null

$0.22-0.65/DBU

  • BI queries
  • SQL analytics
  • Dashboards

Reviews

4.6/5

Across 667 verified user reviews on G2, Capterra

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Databricks FAQ

What is Databricks?

Unified data and AI platform.

Guides & Articles