In the end, it all really comes down to miles/day. The more miles per day you run, the more you'll appreciate running shoes. The more miles per day you walk, the more you'll appreciate walking shoes. The more miles per day you bike, the more you'll appreciate biking specific shoes. Of course, if you are willing to change shoes, the equation changes.