Baking pans can be made of metal (usually aluminum) or silicone, while baking dishes, AKA casserole dishes, are typically of porcelain, ceramic, or glass. Baking dishes are usually two inches deep and can be square, rectangular, or oval-shaped, while baking pans can be shallow, deep, or shaped uniquely, such as bundt pans or loaf pans.