A purist might want the athletes to wear the same gear as Pheidippides
Such a purist should also note that Pheidippides was likely the runner who ran to Sparta and back, hundreds of miles, the preceding week to ask for their aid at Marathon.
A purist just wants it to be about the runner not the shoe.
Why stop there. Why not deny them modern medicine or nutrition?