The amount of time it takes to get a pizza to a given house does not change more than a few minutes depending on the driver (assuming he doesn't get lost). If the manager gives him five deliveries all to different parts of town, there's nothing the driver can do to get that last one there on time. Hence, it's the manager's fault that the pizza is late.