3 vs 4 emitter lights which is the most efficient?

LED Flashlights – General Info
2

With a regulated driver more LEDs always means higher efficiency except at low current where the efficiency of an LED decreases..
With a FET driver, not sure.

Edit : nevermind I missed the part you mentionned efficiency in relation to throw.