Other users reported in this forum problems with Leaderboards and new players. I think there is something wrong with the user systems.
Exact error reported:
ProfileDoesNotExist
endpoint: /Server/GetPlayerProfile
The player id is the same id as the current player, so it most definitely should not fail.