Price = amount of money or other resource you have to pay to the seller per one instance of the sold good or service.
Cost = total amount of money or other resources one has to spend for all the things one wants to buy.
So,
the cost of moving a/the house
is usually what you want to mean.
the price of moving a house
means the standard amount of money a professional house-mover usually takes for his services.