Apache Impala vs Starburst Enterprise Context Layer

Apache Impala plans

• Apache Impala open-source softwareFree

Starburst Enterprise Context Layer plans

• FreeFree
• Pro$0.50 a month
• Enterprise$0.75 a month
• Mission-Critical$1 a month

Pick Apache Impala if…

It suits teams running SQL analytics or BI queries on data in Hadoop-related storage systems and open table formats. It is less suited as a replacement for frameworks used for long-running ETL and batch jobs.

Pick Starburst Enterprise Context Layer if…

Starburst Enterprise Context Layer suits teams that need governed, versioned data products for BI tools, APIs, AI agents, or apps. It is aimed at regulated industries including financial services, healthcare, insurance, and government.