data comparison
Snowflake vs Databricks
Both are credible choices. The decision comes down to which property your workload actually depends on, and neither vendor pays us to say otherwise.
- Snowflake
- Open source
- Databricks
- Open source
- Category
- data
Side by side
Snowflake
Cloud data warehouse with separated storage and compute.
- Strongest at
- elastic compute and clean workload isolation across teams
- Trade-off
- consumption pricing that punishes unoptimised queries quickly
- Vendor
- Open source
Databricks
Unified analytics and ML platform on the lakehouse model.
- Strongest at
- one platform covering data engineering, analytics and machine learning
- Trade-off
- heavier than most mid-market workloads need
- Vendor
- Open source
How we would actually choose
Choose Snowflake when elastic compute and clean workload isolation across teams is the property your workload depends on, and accept that consumption pricing that punishes unoptimised queries quickly.
Choose Databricks when one platform covering data engineering, analytics and machine learning matters more, accepting that heavier than most mid-market workloads need.
In practice most production systems we build use both, routed by task. Standardising on one option for tidiness usually costs more than the tidiness is worth.
Orqent Labs holds no reseller commission on Snowflake or Databricks. We benchmark both on your workload and report what the numbers say.
Questions
Snowflake or Databricks, which should we use?
Pick Snowflake when elastic compute and clean workload isolation across teams is what your workload depends on. Pick Databricks when one platform covering data engineering, analytics and machine learning matters more. Most production systems we build end up using both for different tasks rather than standardising on one.
What is the catch with Snowflake?
Consumption pricing that punishes unoptimised queries quickly.
What is the catch with Databricks?
Heavier than most mid-market workloads need.
Do you have a preference?
Not a fixed one, and we hold no reseller commission on either. We benchmark both on your actual workload and recommend from the result, which occasionally means recommending neither.
Still deciding between Snowflake and Databricks?
Send us the workload. We will benchmark both and show you the numbers.
Or email bd@dtrasglobal.com · call +91 74118 77878