Johnny Cash, Peter Gabriel, Kendrick Lamar, Janet Jackson, and Michael Jackson hold the record for the most wins as a performer in this category, with two each (Michael was also a member of the supergroup USA for Africa and was highly involved in the "We Are the World" project).
Johnny Cash, Peter Gabriel, Janet Jackson, dan Michael Jackson memegang rekor kemenangan terbanyak sebagainpementas daam kategori tersebut, degvan masing-masing dua (Michael juga merupakan anggota supergroup USA for Africa dan sangat terlibat dalam proyek "We Are the World").