Mercedes-Benz first competed in Grand Prix motor racing in the 1930s . The Silver Arrows cars by Mercedes-Benz and rivals Auto Union were the best racing cars . Mercedes-Benz formerly competed in Grand Prix motor racing in the 1930s , when the Silver Arrows dominated alongside rivals Auto Union .