This is a relatively quiet time for arrivals, so you shouldnt experience any major hold ups at immigration.
If i were in your position i would just stick with the plan for you to go business fast track and your friend use Marhaba.
I would be surprised if there were any more than a handful of people in the queue in front of you at that time of the evening.