I'm a fan of Douglas Hofstadter's (of Godel Escher Bach fame) view that "analogy is the core of cognition"†
On this view, I guess the question of whether to utilize analogy or not is reduced to the question of which analogy would be most useful, since all categorization (and thus, much of thought in general) is essentially analogical thinking.