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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
Score: 87/100
Pros & Cons
Pros
- Unified platform
- Great collaboration
- Delta Lake
Cons
- Expensive
- Vendor lock-in
Key Features
Unified analyticsDelta LakeMachine learningSQL analyticsData engineeringCollaborative notebooks
Pricing Plans
Free TrialCommunity Edition
Usage-based pricing
- Limited features
- Training
- Open source
Most Popular
Jobs Compute
$0.07-0.15/DBU
- Scheduled workloads
- 30-50% cheaper
- Automated jobs
All-Purpose
$0.20-0.40/DBU
- Interactive workloads
- Notebooks
- Exploration
SQL Compute
$0.22-0.65/DBU
- BI queries
- SQL analytics
- Dashboards
About Databricks
By Toolradar Team·
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.
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Databricks FAQ
What is Databricks?
Unified data and AI platform.
Source: databricks.com