The latter inevitably slide towards autocracy. Too much power is concentrated in one person, who is almost impossible to legally remove before their term is up, and who will happily punish dissenters within the party.

In parliamentary republics, every PM is one internal party vote away from being deposed. You tend to see less of the tail wagging the dog in them.