Oh, that's not that easy. You will need a voltage compensation for that. Your battery voltage changes over time and so does the thrust "requested" by PWM.
There are some posts around addressing this problem and there are some adaptions as well. Have a look for "KISS Quatos" as the ESC used was mostly KISS.
Cheers
Christof