The item, among 150 lots which were on sale in Colchester, was sold to a collector from Braintree for £360.
James Grinter, from Reeman Dansie auctioneers, said people liked to collect clothing and "you can't get more personal than royal pants".
He added: "We commented that Queen Victoria would not have been amused - they were enormous and very rare."