Exoplanetary radii is the most commonly measured property of exoplanets, and thus our understanding of how to interpret any measured radius is crucial to the field. Atmospheric existence is often inferred from radius and mass observations, but this is based on the assumption that the interior of planets do not maintain most of the gravitational energy from their collapse.