In theory, this can be done, just keep in mind that if you do an experiment with multiple groups, there will be a chance that it will be difficult to decide the winner of the group because there is a possibility that metrics A is good in group 1 and metrics B is good in other groups. Therefore, I suggest strictly specifying what main metrics are the reference for decide the conclusion.