As a general rule, yes, those dimensions should be the same from case to case. Ideally. If you don't neck turn, even with Lapua, they won't ever be though. Even Lapua BR cases often show .0003 or so neck thickness variation on a single case, even more on one or two out of a hundred. With RemChester grade brass, .0015 and more is typical. So, it actually matters "where" on the circumference you measure. You might get different measurements at different points around the circumference on a single case.
Measuring inside diameter to the tenth isn't easy without the right tool though. And not necessary. Neck wall thickness variation is the most important. A ball mic is all you need to measure that. Otherwise, simply loaded round O.D. is more than sufficient for almost anyone and all you need for that is an outside mic. If all you have are calipers, forget about it. You won't get meaningful measurements unless your brass is just complete crap. Which, honestly, a lot of brass IS. But if it's Lapua, nah, forget about it, calipers won't get you there.
But yes, consistent neck tension matters. Depending on how much difference you are seeing, what kind of chamber you have, what kind of dies and how you are using them, what your accuracy expectations are, the differences you are seeing might not matter. Or, they might. It depends.
About the only time I ever anneal is when forming one case from another and moving a lot of brass around. Otherwise, I've never seen any benefit for my purposes. But, again, depending on your brass, chamber, loading practices etc., it might have some benefit for you?
- DAA