Is there a difference between generic and name brand soda?

The author of the answer can distinguish between Coca-Cola, Pepsi-Cola and RC Cola. There are so many different brands and varieties that unless they are similar in taste (like above) then distinguishing by taste alone is simply a matter of tasting the soda.