Well, definitely the consumables, like pushers, crown, gasket, mainspring and crystal. Imho, worth having a couple of those on hand.
I'm sure there are parts that will take more wear than others on the mechanics, but I can't tell you what those would be. A properly maintained watch should require infrequent change of parts though, as far as I understand it -- beyond the consumables that is.
For the Ferrari, this would be akin to having tires, oil and air filters, wiper blades and the like.
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