Except the highest US rail speed is considerably behind the highest rail speed in the world, for a conventional train. That record is held by the French Train à Grande Vitesse, which hit 574 km/h.
And if we're going to count unmanned rocket sleds, apparently they've peaked as high as 10,400 km/h, or mach 8.5 (which also happens to be the highest land speed, period).