is there a theoretical explanation?
No. Parasitic drain has basically nothing to do with how many cells are in a flashlight, and everything to do with how the circuit and switching is accomplished. Some flashlights can be "locked out" to be completely off if stored for long periods between uses. Alternatively you could remove the batteries if they're not to be used for a while.