Asian handicap betting: how handicaps work and where AI finds edge

Asian handicap betting eliminates the draw by giving one team a head start. A -1.5 handicap means the favourite must win by 2 or more goals; a +1.5 handicap means the underdog can lose by 1 and still win the bet. Asian handicaps are more efficient than 1X2 markets because the two-outcome structure reduces bookmaker margin and forces sharper pricing — making them particularly well-suited to AI prediction models that generate precise scoreline probability distributions.

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