With over 34.5 million trips and new routes gaining steam, the golden age of American rail may be on the horizon.

The NextGen high-speed trains feel more like those in China, Japan or France. But topping out at 160 m.p.h., they’re still relatively slow. Amtrak’s NextGen Acela train passing through New York on ...