All cases are annealed at the factory, several times in fact during the manufacturing process.The cheapest 308 brass I found few years ago was Lupua so will have to check it out. It came brand new I think but looks like the cases are annealed no sure if that is factory or not.
Lapua does not final polish theirs, that is why it is the color it is.