I have done a bit of hunting on a theme park tour forum they say the best time to go.
Is late september-early october.
Kiddies go back to school at the beggining of september, weather permitting is mildly warm.
Average waiting time for the popular rides are between 8-16 minutes for alton towers.
fast track says 0-6 mins.
Average body count per day mon-fri 4,897
weekend 9,567