BTS - Boy With Luv - 21 wins
Seventeen - Home - 10 wins
ITZY - Dalla Dalla - 9 wins **
Chungha - Gotta Go - 7 wins *
ITZY - Icy - 7 wins
IZ*ONE - Violeta - 7 wins
Mamamoo - gogobebe - 7 wins
Chungha - Snapping - 6 wins
GFRIEND - Sunrise - 6 wins
GFRIEND - Fever - 6 wins
Red Velvet - Zimzalabim - 5 wins
GOT7 - Eclipse - 4 wins
Monsta X - Alligator - 4 wins
NU'EST - Bet Bet - 4 wins *
WJSN (Cosmic Girls) - Boogie Up - 4 wins
Apink - %%(Eung Eung) - 3 wins
Baekhyun - UN Village - 3 wins **
Momoland - I'm So Hot - 3 wins
Oh My Girl - The Fifth Season (SSFWL) - 3 wins
Twice - Fancy - 3 wins
TXT - Crown - 3 wins **
AB6IX - Breathe - 2 wins **
Ateez - Wave - 2 wins *
Blackpink - Kill This Love - 2 wins
Chen - Beautiful Goodbye - 2 wins **
CLC - No - 2 wins *
Day6 - Time of Our Life - 2 wins *
Epik High (feat. Crush) - Love Drunk - 2 wins
Ha Sungwoon - Blue - 2 wins
Hwasa - Twit - 2 wins **
Kim Jaehwan - Begin Again - 2 wins **
Lee Hi (feat. B.I) - No One - 2 wins
N.Flying - Rooftop - 2 wins *
NCT 127 - Superhuman - 2 wins
Taemin - Want - 2 wins
Taeyeon - Four Seasons - 2 wins
ASTRO - All Night - 1 win *
CIX - Movie Star - 1 win **
EXO-SC - What A Life - 1 win **
(G)-IDLE - Senorita - 1 win
(G)I-DLE - Uh-Oh - 1 win
Ha Sungwoon - Bird - 1 win **
Kang Daniel - What Are You Up To - 1 win **
NCT Dream - Boom - 1 win
Oh My Girl - Bungee - 1 win
Park Jihoon - L.O.V.E - 1 win **
Stray Kids - MIROH - 1 win *
Super Junior-D&E - Danger - 1 win
The Boyz - Bloom Bloom - 1 win *
Winner - Ah Yeah - 1 win

*-first music show win
**-debut song


Multiple Comeback Win Count:

Spoiler:

ITZY (Dalla Dalla, Icy) - 15 wins
Chungha (Gotta Go, Snapping) - 13 wins
GFRIEND (Sunrise, Fever) - 12 wins
Oh My Girl (The Fifth Season (SSFWL), Bungee) - 4 wins
Ha Sungwoon (Bird, Blue) - 3 wins
(G)I-DLE (Senorita, Uh-Oh) - 2 wins