Probably has little to do with honey specifically, and more about eating/drinking something that has calories that your body consumes during and after exercise.

would be interesting to compare to other sweeteners, like sucrose, fructose, alcohol? etc

How is this even science? What does this experiment prove? Artificial sweetener does not have calories.