A method is disclosed in a data processing system for ensuring processing fairness in simultaneous multi-threading (SMT) microprocessors that concurrently execute multiple threads during each clock cycle. A clock cycle priority is assigned to a first thread and to a second thread during a standard selection state that lasts for an expected number of clock cycles. The clock cycle priority is assigned according to a standard selection definition during the standard selection state by selecting the first thread to be a primary thread and the second thread to be a secondary thread during the standard selection state. If a condition exists that requires overriding the standard selection definition, an override state is executed during which the standard selection definition is overridden by selecting the second thread to be the primary thread and the first thread to be the secondary thread.