Here is how you can add cost price / purchase price:
Step 1: Click on Menu on upper left corner
Step 2: Click on "Inventory Management"
Step 3: Choose the item to which you want to add cost price / purchase price
Step 4: Click on "Cost Price"
Step 5: Enter the "Purchase Price" of the item you want to add and click on "Update"