Does bigger exhaust consume more fuel?
Unless you perform other engine modifications, simply making the exhaust larger will do nothing at all to either the engine's performance or fuel consumption. An engine is essentially an air pump. If the air flow out is changed without changing the airflow in, the change will make no difference.