Databricks alternatives: 3 apps ranked by verified data
Common reasons people leave Databricks: billing in DBUs plus separate cloud compute charges is hard to predict, and steeper learning curve than a pure SQL warehouse. We ranked 3 alternatives by how directly each one replaces Databricks, then by reviews, real visits and how recently each app's facts were checked against its own website. Snowflake currently ranks first.
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Show all 3 alternativesThe best Databricks alternative for…
The highest-ranked app in this list for each need.
Best Databricks alternative for most people
SnowflakeSimpler to run for SQL-first analytics teams, with less cluster and runtime configuration.
Best Databricks alternative for a free option
ClickHouseOpen source and far faster for real-time analytical queries if Spark and ML tooling aren't needed.
Best Databricks alternative for a free plan you can upgrade
Google BigQueryServerless with nothing to configure, and cheaper for occasional queries thanks to its free allowance.
Best Databricks alternative for Mac
ClickHouseOpen source and far faster for real-time analytical queries if Spark and ML tooling aren't needed.
Best Databricks alternative for Linux
ClickHouseOpen source and far faster for real-time analytical queries if Spark and ML tooling aren't needed.
Best Databricks alternative for working in the browser
SnowflakeSimpler to run for SQL-first analytics teams, with less cluster and runtime configuration.
Databricks alternatives: common questions
What is the best alternative to Databricks?
Snowflake ranks first right now. Simpler to run for SQL-first analytics teams, with less cluster and runtime configuration. Google BigQuery and ClickHouse follow it in our ranking.
Is there a free alternative to Databricks?
Yes. Google BigQuery (free plan + paid) and ClickHouse (open source) have a free option. Check each app's verified facts for current plan limits.
Is there an open-source alternative to Databricks?
None of the 3 alternatives in this list is open source.
Which Databricks alternatives work on Linux?
ClickHouse runs on Linux.
Why do people switch from Databricks?
The complaints we hear most: billing in DBUs plus separate cloud compute charges is hard to predict; steeper learning curve than a pure SQL warehouse; overkill for teams that only need BI dashboards.
How is this list ranked?
Every app is scored with the same published formula: how directly it replaces Databricks, reviews (weighted by verification), visits from AppBreakup, how recently its facts were checked against its own website, and reader votes.