When Multi-Location Inventory (MLI) feature is enabled, the Average Cost is displayed only for the item’s preferred location. If there is no preferred location defined for an item, the average cost and last purchase price displayed on the report is blank or zero.
It is currently the enhancement (Enhancement 156866)
As an alternate solution, you may set a Preferred Location on the item record.