i only neck size my .303 British and .30-06 Sprg cases and recently began annealing the necks after having several split after being reloaded several times. Annealing only takes a few seconds per case so I do it every time I reload them.

Question: in order for annealing to take place, should the cases be allowed to cool down gradually, or should they be cooled rapidly in water?

Merc