Databricks vs Snowflake
Which should you use? A side-by-side look at what each one does, who it suits, what it costs, how hard it is to set up, and where each falls short.
AI tool · Paid
A data and AI platform for data engineering, warehousing, machine learning and natural-language analytics.
AI tool · Paid
A cloud data warehouse with built-in AI functions and natural-language querying through Cortex.
The short answer
Choose Databricks if you need…
- Large-scale data engineering
- Enterprise ML
Choose Snowflake if you need…
- Cloud data warehousing
- Sharing data across organisations
Side-by-side
| Databricks | Snowflake | |
|---|---|---|
| Type | Data & analytics · Data platforms | Data & analytics · Data platforms |
| Price | Paid | Paid |
| Platforms | Web, API | Web, API |
| Works with | AWS, Azure, Google Cloud | dbt, Tableau, AWS |
| Hands-on tested by us | Not yet | Not yet |
| Last checked | 2026-10-29 | 2026-10-29 |
What each one is
Databricks
A data and AI platform for data engineering, warehousing, machine learning and natural-language analytics. Extremely capable at scale. Costs and complexity are significant for small teams.
Snowflake
A cloud data warehouse with built-in AI functions and natural-language querying through Cortex. Reliable and easy to scale. Usage-based billing requires monitoring to avoid surprises.
Best for
Databricks
- Large-scale data engineering
- Enterprise ML
Snowflake
- Cloud data warehousing
- Sharing data across organisations
Strengths
Databricks
- Lakehouse storage
- Spark compute
- AI/BI Genie
- Model serving
Snowflake
- Elastic warehouse compute
- Cortex AI functions
- Data sharing
- Marketplace
Frequently asked questions
What is the difference between Databricks and Snowflake?
Databricks: A data and AI platform for data engineering, warehousing, machine learning and natural-language analytics. Snowflake: A cloud data warehouse with built-in AI functions and natural-language querying through Cortex. Databricks suits large-scale data engineering, while Snowflake suits cloud data warehousing.
Are Databricks and Snowflake free?
Databricks: Paid. Snowflake: Paid.
Built from our catalogue entries for both products: open-source details come from each project's README (AI-assisted, refreshed weekly) and GitHub data; AI-tool details are editorial. Spotted something wrong? Let us know from either product's page.