When using statistics in Blackjack, it's important to avoid several common pitfalls. One major issue is over-relying on past outcomes, as each hand is independent and previous results do not influence future ones, misinterpreting probabilities can lead to poor decision-making; understanding the actual odds versus perceived chances is crucial. Another pitfall is neglecting the impact of variable house rules, which can alter expected returns and overall strategies.