Latigo Smith (Garner), a gambler and confidence man, is traveling by train in frontier-era Colorado with the rich and powerful Goldie (Marie Windsor). Goldie wants desperately to marry him, a fate he wants no part of. He sneaks off the train at Purgatory, a small mining town.