The Southwest Chief is Amtrak's fastest train from Chicago to California. Traveling at an average speed of 79 mph, the Southwest Chief goes through Chicago - Kansas City - Topeka, Kan.-Southern Colorado - Santa Fe, N.M. - Albuquerque - Flagstaff (Grand Canyon) and finally Los Angeles.