Most people prioritize ATK because while damage checks are common (e.g., empty the Rage Bar before an Overdrive occurs), HP checks are not. Some eidolons have above-average stats overall (e.g., Yggdrasil vs. Sandalphon). I tend to prioritize eidolons with useful active skills or same-element.