In mixing bowl, add cake mix, water, eggs, and oil. Mix on medium for 1 minute. Scrape down sides of bowl with rubber spatula. Add pudding and mix for 1 minute on medium. Scrape down side of bowl with a rubber spatula. Mix until completely combined, about 30 seconds.