I went by the ratings on Amazon.com. The one I ended up buying was reasonably prices ($18) and had rave reviews. It's the Omron Premium Pedometer. Here's the link to reviews:
Amazon.com: Reviews for Omron HJ-112 Digital Premium Pedometer: Health & Personal Care