if we agree the formula may not apply equally when market demand is not the same, we have to refer to evidence in the form of successfully sold secondhand models. that is a closer indication of depreciation.
like you said, % depreciation does not have a modelled fixed percentage. its market demand. and market demand is prices of successfully sold bikes.