From the question comments, you have not calibrated your battery (in a long time or ever).
You need to do a proper calibration:
Do a full charge of the device's battery.
Use the device until it turns off on its own. Do a full discharge of the battery. One neat trick is to get some game that has wakelock (does not let the screen turns off) and leave it ...