The number of atoms is directly proportional to the number of moles and is inversely proportional to the molar mass. The molar masses of Au,Na,Li and Cl2 are 197 g/mol , 23 g/mol, 7 g/mol and 71 g/mol respectively.
Since the molar mass of Li is minimum, it will have a maximum number of atoms.