We tend to choose the action that is least demanding however measuring individual differences in the cost of cognitive effort can be elusive. We here report a set of five studies studying the relationship between four cognitive effort measures: the demand selection task, the cognitive effort discounting paradigm, a rationality battery to assess deliberate reasoning, and the Need for Cognition scale. ...