Why does 3D simulation cost so much memory?

Hi, all

For 2D, several millions DOF cost less 50G, however for 3D only 1 million DOF will cost more than 100G. I understand the consumed memory is proportional to DOF. But the coefficient should be the same for 2D and 3D, isn't it?

Thanks!