The opponent has chosen paper and rock multiple times, but also scissors. To win this round, I should choose a move that beats the opponent's most frequent choice, which seems to be a tie between rock and scissors. However, considering the opponent's score is higher, they might try to choose rock to beat scissors. Therefore, I will choose paper to beat rock.