The musicians are most definitely watching the conductor.

A conductor is the one who sets the tempo and dynamics of a song.

The conductor will help each section of the orchestra to balance themselves with the rest of the orchestra, especially during rehearsals because they can hear the entire orchestra.

A conductor makes decisions about the overall mood of the piece beyond what's written on the score.