Solar panels are more efficient closer to the equator because of the most direct light from the sun. At higher or lower latitudes, there is more atmosphere for the light to pass through. The actual distance from the sun is basically irrelevant without an atmosphere. There might be a measurable difference based on distance alone but not much.

Efficiency does not generally equate to optimal power generation. There are probably hundreds of other variables that directly translate to maximum power production.