Slate hands out some advice.
I wish they had included some slightly larger dictionaries. You can get the unabridged American Heritage (a better book than its condensed offspring) for only about twice the price.
Still, the article outlines the modern collegiate dictionary wars pretty well. My advice: Just buy them all.