It was never stated in the movie, but in the manga, the reason why Rita uses a melee weapon is because during her "resets" she would often run out of ammo, which resulted in her deaths. Keiji (in the manga) also learned about the convenience of a melee weapon and started using one.

Film

Nessun dato in archivio