Propane dehydrogenation (PDH) has been a promising propylene production process that can compensate for the increasing global demand for propylene. However, Pt-based catalysts with high stability at ≥600°C have barely been reported because the catalysts typically result in short catalyst life owing to side reactions and coke formation. Herein, we report a new class of heterogeneous catalysts using high-entropy intermetallics (HEIs). Pt–Pt ensembles, which cause side reactions, are entirely diluted by the component inert metals in PtGe-type HEI; thereby, unfavorable side reactions are drastically inhibited. The resultant HEI: (PtCoCu)(GeGeSn)/Ca–SiO2 exhibited an outstandingly high catalytic stability, even at 600°C (kd−1 = τ = 4146 h = 173 d), and almost no deactivation of the catalyst was observed two months for the first time.