Players can gain an advantage in blackjack variants by understanding how various house rules impact odds and outcomes. Factors like the number of decks, dealer actions on soft 17, and options to double down after splitting can all affect strategy. Familiarity with payout structures and specific rules such as surrender and insurance options enables players to make better betting decisions, thereby improving their chances of winning.