 Guidance of an ICBM is based not only on the direction the missile is traveling but the precise instant that thrust is cut off.Too much thrust and the warhead will overshoot its target, too little and it will fall short.Solids are normally very hard to predict in terms of burning time and their instantaneous thrust during the burn, which made them questionable for the sort of accuracy required to hit a target at intercontinental range.