Mad City

“Mad City” is the Japanese game,developed by Konami, that the notoriously difficult “Bayou Billy” was based on for Western audiences. It is different in that the enemies take much less dmaage to kill in the beat-em-up sections, while you’re given much more ammo in the shooter sections. Even the driving sections were a vast improvement, since your car can take multiple hits. They’re also a lot slower and generally easier to manage, much like the rest of the game itself. Once you beat the final boss, you’re given the choice of multiple endings after beating the final boss.

Source: TheGamesDB