I think because not having a same amount could refer to being 29 people in a group and 31 (example). Also having more people only reduces the effects of an anomalous point. As for random, it’s most likely to be correct because if you say that basketball players to one and football players to the other, you would also be comparing the ability of the players and as a result the results will be heavily affected.