If Antonio drank enough to black out (which happens far too frequently) more likely he'd have his unconscious body hauled out by his guards rather than left to the mercies of dick drawing people so he's never quite had that experience despite the numerous opportunities.

"That implies I actually lose at Wicked Grace. Everyone knows you never bet against an Antivan."

However he is definitely going to ask Cullen about it when he gets the chance.