Compare suppliers using landed cost
Headline unit price can exclude shipping and fixed charges.
Add relevant charges
Include costs that belong to getting the goods to the same point.
Divide by comparable units
Use the same quantity basis.
Keep taxes clear
Tax treatment depends on the business context and should be modeled consistently.