Speed Freak

Speed Freak is a side mission in Dead Rising 3.

Summary
Nick/Dick can speak to a man named Derek who is standing in the courtyard in the back alley behind the Lee-Amies Estates. He will challenge Nick to a race around the streets of Ingleton. Go to the starting place and follow the markers around the city to complete the race. There will be many hordes of zombies to wade through while the race is going on, so it is recommended to have some sort of weapon in order to defend yourself.

Nick does not have to complete the race on foot. He can, in fact, drive to complete the mission faster without any worry of failing it. Once Nick finishes the race and beats Derek, Derek will open up a warehouse that was previously locked. Inside are many guns.