Hard to compare the two since they are two very different styles. Band vs Band, Mr Big would win every time, but in this song matchup, my vote goes to Autograph. No disrespect to To Be With You, as I really like that track as well.
I remember when Van Halen toured for 1984, Autograph was the opening band.