The present study examined the measurement invariance and latent mean differences of three versions of the Self-Stigma of Seeking Help scale among demographic profiles of men. Results revealed strong invariance for the three scales across all demographic groups. Differences in strict invariance and latent mean differences were identified. Public significance: The Self Stigma of Seeking Help scale has widely been used to investigate barriers and pathways men experience when seeking professional psychological help. The present paper reports results that show that a range of groups of men (based on their race/ethnic group, sexuality, and age cohort) understand the scale in the same way, and thus the scale can be used to compare their scores.