Metabase is an open-source business intelligence and data analytics tool that lets teams explore their data, create dashboards, and share insights without SQL knowledge. It supports a wide range of databases and can be self-hosted for full data control.. Here are 12 similar ai data analysis worth considering as Metabase alternatives.