What belongs in COGS for eBay resellers
Your cost of goods sold is the amount you paid to acquire the inventory that actually sold during the year. For most resellers, that means sourcing costs for sold units, not the full value of every item still sitting on shelves.
Use shipping supplies, software, and mileage as separate deductions so your inventory cost stays clean.