Horsetheif Resevior popularity? - Cascade, ID

I’m planning a group camping trip with my wife’s family next month and it looks like we are aiming for the Horsetheif Resevoir campground. Since it has 120 non-reservable sites, should I expect this place to be packed or should I look elsewhere?

Edit: Should have clarified first that this is in Cascade, ID