Inevitably, those candidates that layout their types, and think about the structure before they start coding come up with convoluted interfaces, leave unused class/struct/type member variables, duplicate data, or are simply unable to complete the problem because they've coded themselves into a rabbit hole.
The best candidates decide what the public interface will look like, create the method signatures that they need and then start coding the logic. They add parameters/member variables only when they discover they're needed.
In the end they arrive at a minimal and feature complete solution, rarely getting stuck on the way there. I've changed my own style of thinking about a problem as a result of this. Now I code outside-in, instead of inside-out.