Dean Gardener, 19, and Jason Fender, 22, singled out the two men walking along a street in wigs, short skirts and high heels.
Bare-chested Gardener was caught on CCTV confronting one of the men in a pink wig, black skirt and boob tube - then seen swinging a punch, a court heard
But the other cage fighter, wearing a sparkling black dress and matching long wig, sprang to his friend's help, delivering two lightning-quick punches to the two stunned yobs.
The cage fighters were then seen teetering away in their high heels, stopping only to pick up a clutch bag they dropped during the melee.
Gardener and Fender were left dazed and seen staggering to their feet after their failed attack.
CCTV cameras followed the pair as they weaved along The Kingsway in Swansea, South Wales, before being arrested by police.
Mark Davies, defending, said: 'You know it cannot have been a good night when you get into a fight with two cross-dressing men.
'Unfortunately they were extremely drunk.
'They had been out drinking jugs of cocktails and Fender had drunk at least 10 pints of cider.'
Police later discovered the two drag queens were cage fighters on a fancy dress stag night out with other friends.
Both Gardener and Fender, from Bonymaen, Swansea, pleaded guilty to using abusive words and behaviour.
CCTV footage of the attacks was shown at Swansea Magistrates' Court. It shows them fighting with several men before the approach the two cage fighters.
The pair were sentenced to a four-month community order, were electronically tagged and placed under a curfew between 7pm to 7am.
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