After analyzing the opponent's pattern, I believe they are likely to play rock in this round. When the opponent played paper (as they did in round 8), they followed with rock twice in previous rounds. Additionally, if they're following the classic rock→scissors→paper sequence seen in the last three rounds, they would play rock next. Paper beats rock, giving me the best chance to win this round and improve my score.