An organization known as the D.A.S. (The Dark Anarchy Society) uses magnetic doomsday machines to melt the polar ice caps and thus desolate the world. Although the entire world is flooded, a few societies survive to build over the highest structures they can find and continue living. In this post apocalyptic scenario, the D.A.S., who were prepared for this catastrophe, reign supreme over the survivors with martial law and military weapons of extraordinary power. Upon learning of a new D.A.S. superweapon being developed, "Yugusukyuure", the remaining survivors who are terrorized by D.A.S. secretly organize a rebellion force using a newly developed submarine known as the Granvia. The Granvia’s mission is to dive into D.A.S. enforced waters, territories and eventually the D.A.S. headquarters itself to destroy every single D.A.S. weapon in sight.
Electronic Gaming Monthly gave the PlayStation version a positive review, with their four reviewers particularly praising the huge number of enemies on-screen for the bulk of the game and the minimal slowdown.GamePro were also positive in their assessment: "The very detailed graphics are supported by audio that's loaded with blasts. The controls are sluggish but mostly accurate. This sub floats above other PlayStation shooters like Galactic Attack[sic - Galactic Attack was released for the Saturn, not the PlayStation] and Jupiter Strike."Maximum expressed enthusiasm for "little innovations" like the mine powerups and the King Canute boss, but nonetheless concluded the game to be "an all-too familiar mission." They also criticized that the game is too easy, short, and lacking in replay value, all criticisms that were shared by one of EGM's reviewers.
Sega Saturn Magazine described the game as unoriginal and outdated, but enjoyable, with a strong sense of tongue-in-cheek humor and ingeniously designed boss fights. They concluded, "Nothing particularly new or exciting here, but In the Hunt is good fun to play, featuring loads of exciting battles and explosions."