Weighted Ranking

Have you ever had difficulty comparing two or more options, such as potential new cars, and felt like you were comparing apples to oranges? You liked one car because of it's warrantee and maintenance support, another because of its styling, another because of its price and fuel economy… each car was a "better" choice in some way, but no one car was a clear winner?