In theory , depending on several things , yes there is a difference . For 12 VDC , I can not see it making any difference .
And , yes , you do not want solid wire . In insulated building wire , we do not use solid wire larger than # 10 . Sometimes wire for grounding electrodes may be solid , larger than that .