Allan, I think you proved me wrong. I compared my puzzle picture to the one below, and I must agree to you. So the caption to my puzzle photo must have been wrong which said the car to be the L'Automotrice driven by Mernier at the 1902 Paris-Vienna race.
So one point for 4popoid for guessing the right car, and one point for you, Allan, for proving me wrong.