Train operators have blamed leaves on the line for more than 3,000 hours of delays in the past four years, figures show.
In that same time, the excuse hated by commuters was trotted out nearly 2,500 times, affecting 35,000 journeys.
Anthony Smith, chief executive of lobby group Transport Focus, said: “Passengers tell us punctual trains are what they want most.