Yeah unfortunately it does not have the same recommendation engine, just listening stats. I haven't looked for a recommendation engine because I hadn't thought about it. I'll look to see if there's anything like that now.

EDIT: I always forget about ListenBrainz. Not self-hosted, but definitely a good last.fm alternative that includes artist recommendations.

https://listenbrainz.org/