The pilot should ask for taxy at an appropriate time to make good their CTOT regardless of the traffic on the airfield. That's not really the pilot's problem.
ATC will then take the responsibility for massaging the system around the planned CTOT, be that using the 15 minute window period, or arranging for an extension if the aircraft can't get airborne within the CTOT window due to congestion