Back to all tools
Free-Limited
Free-Limited
Tool Comparison
Databricks
Unified lakehouse platform — data engineering, SQL analytics, and AI in one place.
VS
Snowflake
Cloud data platform — elastic warehouse with compute-storage separation and Data Cloud.
At a Glance
| Attribute | Databricks | Snowflake |
|---|---|---|
| License / Pricing | Free-Limited | Free-Limited |
| Type | data | data |
| GitHub Stars | — | — |
| Rating | 4.7/5 | 4.7/5 |
| Key Features | 6 listed | 6 listed |
| Integrations | 5 listed | 5 listed |
| Categories | Data Warehouse | Data Warehouse |
Key Features
Databricks
- Delta Lake for ACID transactions on Parquet data with time travel
- Managed Apache Spark clusters with auto-scaling and serverless SQL
- Delta Live Tables for declarative ETL pipeline development
- Unity Catalog for unified data governance across workspaces
- Databricks AI/BI for no-code dashboard and GenAI-powered analysis
- MLflow integration for experiment tracking and model registry
Snowflake
- Separate compute (Virtual Warehouses) and storage scaling independently
- Native semi-structured data support (JSON, Avro, Parquet) via VARIANT column
- Zero-copy cloning for instant dev/test environments
- Snowflake Marketplace for sharing live data sets across organizations
- Snowpark for running Python, Java, and Scala code inside Snowflake
- Automatic clustering, compression, and query optimization
Real-World Use Cases
Databricks
Build a lakehouse ETL with Delta Live Tables
Create a Delta Live Tables pipeline pointing at raw data in S3
Fine-tune an LLM on private data
Store training data in Delta Lake with Unity Catalog access control
Snowflake
Build a modern data warehouse with dbt
Create a Snowflake trial account and set up a virtual warehouse
Share live data with partners
Create a Snowflake Secure Share with selected tables
Integrations
Databricks
dbtairbyteapache-sparkapache-kafkagreat-expectations
Snowflake
dbtairbytefivetrandagsterairflow
🏆 Which should you choose?
Choose Databricks if…
- → you're already in the Data Warehouse ecosystem and prefer Databricks's workflow
Choose Snowflake if…
- → you're already in the Data Warehouse ecosystem and prefer Snowflake's workflow