Now reverse it then.
Duty goes up, you could say the same. The retailer has already paid the lower duty on the contents of the tank but they raise the price immediately?
And you are right, the reduction at the pump should be more then 1p as the VAT is on top of duty, so lower duty means 1.2p off roughly.