I don't think CRTs lose brightness if they're just sitting around, do they?   Or do little gas molecules sneak into the tube and oxidize the phospors or some such?  Contaminate the cathode?

I agree that NOS is what should be expected.  I have trouble imagining that anyone would still be manufacturing CRTs, but these could be the tail end of a run for a niche market.