The only reasons I have found for Rock or Ice planet colonization is that you can pick "none" as your atmosphere type. For some reason Gas Giants can't be without an atmosphere
. And to get bases in almost every system since they almost all have at least a moon of rock or ice.
But I usually pick Gas Giant myself because the headstart on a huge world or 3 is ... well its huge.