Generally you can assume one pound of asparagus will feed 2-4 people. It depends on how much you and your dinner guests love asparagus, how thick or thin your asparagus spears are, and how much you've had to trim to remove the woody ends. I can only guide you so much here — you'll have to assess the size and quantity of the asparagus at your grocery store to make a final call on how much you need.