"Radar Scope" was created by Nintendo Research & Development 2 (R&D2). Masayuki Uemura led the development of the game, while Hirokazu Tanaka programmed the audio and composed the music. Shigeru Miyamoto assisted in the game's art production as one of his first video game projects; however, his role in development is often debated, with some claiming he designed the onscreen graphics, and others saying he simply created the arcade cabinet artwork. David Scheff's book "Game Over" claims that Miyamoto found the game "simplistic and banal" after it was completed.