The discount is real. So is the cash
Buying in bulk lowers the unit price and raises the amount of cash sitting on a shelf. Both are real, and the decision is about which matters more to you this month.
This calculator shows the saving per unit and on the whole order alongside how many months of stock the order represents, because those two numbers together are the decision.