This document describes a paper-based coding game called "Space Race" that can be used to introduce programming concepts to students during the Hour of Code. The game has students work in pairs to navigate a paper rocket ship through a course by arranging printed coding blocks. One student arranges obstacles on a display sheet while their partner programs the solution using code blocks. Together they execute the program to move the ship. Instructions and printable materials are provided to play the game without computers.