That one is probably out of my pay grade.
One guess is that the Moon is not a perfect reflector and the photon density per unit area coming off the Moon is a lot lower.
You could test this hypothesis by pointing a laser thermometer at a light bulb and a pile of dirt reflecting the light from the bulb. The Moon is basically made out of gray dirt.