The opponent has shown a preference for scissors (used in 3 out of 6 rounds, including the last round where they won). Playing rock is a strategic counter to scissors. While there's a risk they might anticipate this and play paper, based on their pattern and recent success with scissors, I believe rock offers the best probability of success this round.