Below you can see the front-view size comparison of the Sony RX100 II and Olympus E-M1. The Sony RX100 II is clearly the smaller of the two cameras. Its body is 28mm narrower, 36 mm shorter and 25 mm thinner than the Olympus E-M1.
The chart below depicts how two cameras compare with average dimensions of the cameras in their class.