That does not happen under the rules of the NEC.
The main reason to parallel conductors is to save copper.
The amount of copper in the parallel runs is always less than the amount of copper in a single conductor with the same ampacity.
The resistance of the parallel runs will always be higher as will its voltage drop, unless the designer calls for larger paralleled conductors than required by the rules in the NEC.