Dunk tank at kids party?

I am throwing a kids party it is carnival theme having inflatable water slides and bounce houses and so on I am thinking of renting a dunk tank ( tank filled with water with a seat u throw balls at a target to make the person fall into the water). Its 100 bucks to rent so my question is will that be a fun addition to the party or will they get bored with it fast?