Snowflake vs Zeppelin
Snowflake and Zeppelin are both database software. Snowflake is a commercial product from Snowflake Inc. Zeppelin is open source under Apache-2.0, with 6.7k GitHub stars.
Which to pick
- Pick Snowflake when
- A company has many data sources to combine for analytics and wants a managed warehouse that scales without tuning.
- Pick Zeppelin when
- Your team works mainly with Spark or Flink and wants shared notebooks tied to those engines.
Side by side
A cloud data warehouse that separates storage from compute, for SQL analytics, data sharing and data engineering across AWS, Azure and GCP.
A web-based notebook for interactive data analytics with SQL, Scala, Python and Spark, producing shareable charts and documents.
Credit-based compute costs climb quickly without controls on warehouses and queries.
Jupyter has far more momentum, and Zeppelin's releases and community have slowed.
Production-ready
Usable
Cloud service
Self-hosted server
SQL
Java, TypeScript and Spark
Closed source, sold by Snowflake Inc.
Open source, Apache-2.0 (permissive)
Closed source: you use it under the maker's terms and cannot change or resell the code.
You can build it into a product you sell, as long as you keep its copyright notice.
6.5k Wikipedia readers a month on phones
6.7k GitHub stars
Not known
Established: started 11 years ago, no tagged release yet.
Other comparisons
More databases
Both sides were judged on 2026-11-03 from makers' descriptions, Wikipedia, READMEs and GitHub data. License, age and popularity lines are worked out directly.