Over voltage failure is like brittle fracture - time is fairly irrelevant, you overload the thing it suddenly breaks.
Over current failure is often a thermal thing - the component gets hotter and hotter till it fails,
but the actual instantaneous current isn't the problem, its the heat. Voltage is not like this,
a component can breakdown at a sub-nanosecond timescale (like spark formation).