Granite Falls was the crossing point of the Great Northern Railway and Chicago, Milwaukee & St. Paul Railway mainlines. The GN is now part of BNSF Railway, while the Milwaukee Road is owned by the Twin Cities & Western Railroad. Granite Falls is also partially located in Yellow Medicine County.