I’m confident, after your LED hookup, that these are pulse controlled. When you measure voltage of a pulsed output with avoltmeterit will read rms (root means squared) voltage which is kind of an average. So your voltage read lower with boost off but it was really the same voltage, just in pulses.
-Peter