Data & Analytics

Editorial catalog profiles. Prices and features change; check the vendor before purchasing.

Lower-lock-in path

Open-source options

AGPLv3 / commercial editions

Metabase

Self-hosted dashboards and business questions over existing databases

Tradeoff: Analytics quality still depends on modeled data, permissions, query performance, and reliable warehouse operations.