I haven’t done that with airplanes, but when I ran marathons, our running club would hold “predictor races,” where we had to leave our watches and estimate our finishing time. The person who got closest, no matter how fast or slow they ran, won.
We do something similar in the horse carriage driving world.
Fun stuff.