In the video game, Resident Evil II, you eventually acquire a Desert Eagle .44 Magnum, which greatly ups your ability to dispatch zombies. The Beretta 9mm would require four or five shots to drop one, but the Desert Eagle only required one shot.

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Eventually, you find the .50 AE slide/barrel combo to put on it, allowing you to handle some of the more serious mutants.