Buying wine by the case generally works out the cheapest way of buying it. If you are having the wine delivered, it can cost the same for a single bottle as a case, since the courier has to make the stop anyway.
If you are taking your wine with you, wine merchants will often give a discount of as much as 30% for a case, or sometimes even include a couple of free bottles.