A vehicle is provided with an electric machine that is configured to provide drive torque, and a battery for supplying power to the electric machine. The vehicle also includes a controller that is configured to estimate present battery parameters based on input indicative of the power supplied by the battery. The controller is also configured to generate output indicative of battery power capability based on the input and prior battery parameters in response to a rate of change of a component of the power being less than a lower boundary.