Cars like these usually use an agreed value insurance policy, where the insurer and owner will agree upon a certain amount and the insurer will pay that amount in the event of a total loss regardless of depreciation. They determine the cost for this on a case-by-case basis. But ValuePenguin estimates that it will cost about $50,000 per year to insure a Bugatti.