Holding the dumbbell on the same side as the front, working leg during a split squat shifts your center of gravity and forces the front-leg muscles to control the extra sway. It's a small tweak from the usual contralateral loading that changes the balance demand quite a bit.
Log your dumbbell ipsilateral split squat sets in 1RM.fit and watch your estimated 1RM update automatically as you get stronger.