I have caught tons of them. They are a sub species of the rock bass. There are lots of different black bass species.
Not even in the same genus. The red eye bass is a member of the genus Micropterus which only includes 8 recognized species and several subspecies. The rock bass is more closely related to a bluegill than a bass. I am going to do a write-up once and for all on the different bass species.