Preheat oven to 350°F (metal or glass pan). Grease (or use cooking spray) bottom of 8- or 9-inch square pan. Beat cake mix, water, butter and eggs in large bowl on low speed 1 minute, scraping bowl, or stir 2 minutes by hand. (Do not overbeat; batter may be slightly lumpy.) Spread in pan.