Your statement clearly states the essential distinction. A more concrete way of stating this is: the purpose of gambling is to try to earn an outsized return,

Your statement clearly states the essential distinction. A more concrete way of stating this is: the purpose of gambling is to try to earn an outsized return, while the purpose of insurance is to make you whole in case of loss.