If there is a decrease in the cost of ordering a batch of raw material, then the EOQ will also be lower (as the numerator in the EOQ equation will be lower). If the EOQ is lower, than average inventory held (EOQ/2) with also be lower and therefore the total annual holding costs will also be lower.