This analysis is based on a dataset of 56,000 listings spanning 23 brands from a leading German used car platform. The dataset includes both private and dealer listings and covers a mix of volume and premium OEMs, across multiple powertrain types including internal combustion engines (ICE) and electric vehicles (EV).