" In your first sentence, I would think that it would take the full ten minutes for the person to arrive. In the second sentence, the person could arrive any time within the ten minutes. Both sentences are correct -- it is just a matter of what you are attempting to express.
New words, one handy idiom, and a 2-minute quiz — delivered to your inbox to keep your streak alive.