The robot's name is a portmanteau of "combine", "combat", and "battle", and the V is intended both as an abbreviation for "victory" and in reference to the five component machines that form the robot, as well as its five pilots. The V is pronounced as the letter V, unlike in the spiritual successor, Voltes V, where it is pronounced "five".
