1. A vehicle power system comprising: a controller programmed to operate a battery according to a battery capacity estimate and, in response to differences between current-based estimates and voltage-based estimates of changes in battery states of charge exceeding a magnitude threshold a predetermined number of times, alter the battery capacity estimate based on an average of the differences.