I would like to like YouTrack, but I've always been put off by own custom database [1]. I like my data in relational databases. SQL is the ultimate read-write API. Jira (unintentionally) stands on the shoulders of giants in this regard.
The other advantage of the JB approach is it's one click install and upgrade. No schema migrations, complicated issues with DBA hoarding permissions etc.