One criteria I've seen used to price domains as "premium" is shorter names and popular dictionary words. Not sure if this is consistent across registrars, but I would think "premium-ness" is established at the registry level.

It's unclear to me if premium-ness is a function of time, and/or if there's an objective formulaic criteria here.