
Cube
7.9#2 in data transformation toolsFrom $40 a monthFree planWebAPILinuxSelf-hosted
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Cube suits teams building internal BI or embedded analytics that need governed business definitions shared across dashboards, applications, and AI agents. It also fits teams that want a free starting plan or cloud deployment choices.
Sidemantic suits teams that need to define governed metrics and query them across tools on top of a warehouse. Its workbench can also help people explore it using demo data without setting up a database.