Why people switch: Licences scale with viewers, so sharing insight across the company gets taxed.
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Metabase
The fastest path from a database to a dashboard non-engineers use.
AGPL-3.0self-hostable -
Apache Superset
Deeper charting and a SQL Lab for analysts who live in SQL.
Apache-2.0self-hostable -
Lightdash
Built on dbt metrics, so definitions stay in version control.
MITself-hostable