Zip car is much easier than car rental. Pick-up is instant, you can rental by hour, and gas/insurance is included.
You can pick up at Berkeley, then drive to HMB. Five hour would cost you 40$. With a one-day rental, the daily rate may be cheaper at $30, but probably use 4 gallon of gas at $16...