Databricks
Snowflake
| Feature | Databricks | Snowflake |
|---|---|---|
| Pricing | Free / from $0.07/mo | Free / from $2/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.5 / 5 | 4.5 / 5 |
| Best For | data-engineering-teams, ml-teams, enterprises, large-scale-analytics | data-teams, enterprises, multi-cloud-organizations, data-sharing |
| Founded | 2013 | 2012 |
| Data Lakehouse | ✓ | ✗ |
| Sql Analytics | ✓ | ✗ |
| Machine Learning | ✓ | ✗ |
| Real Time Streaming | ✓ | ✗ |
| Data Governance | ✓ | ✗ |
| Notebooks | ✓ | ✗ |
| Delta Lake | ✓ | ✗ |
| Data Warehouse | ✗ | ✓ |
| Data Lake | ✗ | ✓ |
| Data Sharing | ✗ | ✓ |
| Auto Scaling | ✗ | ✓ |
| Time Travel | ✗ | ✓ |
| Snowpark | ✗ | ✓ |
| Marketplace | ✗ | ✓ |
✓ Databricks Pros
- Unified platform for data engineering, science, and analytics
- Delta Lake provides ACID transactions on data lakes
- Excellent ML/AI capabilities with MLflow integration
- Community Edition is free for learning
✗ Databricks Cons
- Complex pricing with DBU credits
- Requires data engineering expertise to configure
- Vendor lock-in once deeply integrated
✓ Snowflake Pros
- Separates compute and storage for cost efficiency
- Near-zero maintenance with automatic scaling
- Excellent for sharing data across organizations
- Free $400 trial credit to evaluate
✗ Snowflake Cons
- Credit-based pricing is hard to predict
- Can get expensive with heavy compute workloads
- Proprietary (vendor lock-in concerns)
The Verdict
Databricks is built for data engineering teams and ml teams, with a focus on data-lakehouse and sql-analytics. Snowflake targets data teams and enterprises and leads with data-warehouse and data-lake.
Pricing is close: Databricks starts at $0.07/mo versus $2/mo for Snowflake — not a deciding factor on its own.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
Both tools are a solid fit for enterprises — in those cases, the decision often comes down to workflow style and how your team prefers to organize work.
This is a genuinely close comparison. If you can, sign up for both free trials (where available) and run a one-week test with your actual team tasks before deciding.