Actually, nothing is unlocked at 9999 points, it just shows like that when no more rewards are in list, altho maybe would be better to hide progression bar then, and show only points (which can be bragging rights or used in future updates)
Sad to hear rhythm player thinking Hard is clumsy and Normal is not saving situation, oh well. I'll try to experiment on speeding up cursor...