All alone; without any assistance.
Saying that one could beat an opponent single-handedly is not the same thing as saying that he/she could do it 'with one hand tied behind his/her back'. That saying means that the upcoming fight or task will be very easy.
Sal (a guy) carried everyone's bags up the hill single-handedly.
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