Given my pick of cars, I’ll always chose the one with rear-wheel drive. All else equal, it tends to give more maneuverability than front-wheel drive, and weigh less than an all-wheel setup.
Still, there are times when it’s good to be able to put power down through your front tires, as shown by this video of a Chinese woman’s daring rescue of her about-to-be-towed car.