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xT (Expected Threat) — overview

xT (Expected Threat)

A Ballify concept guide — learn what it is, then spot it live.

Expected Threat (xT) is an analytical metric that quantifies the contribution of every on-ball action, such as a pass or carry, to increasing the probability of a team scoring a goal. It measures how much an action moves the ball from a lower-probability zone on the pitch to a higher-probability zone.
It tells you how much a player's action, like a pass or dribble, makes a goal more likely by getting the ball into a more dangerous area.
xT (Expected Threat) — shape
Elite teams use xT to identify and value players who consistently progress the ball into dangerous areas, creating potential scoring opportunities through their passing and carrying, even if they don't register the final assist. This helps them understand and recruit players who excel at breaking down defenses and unlocking space.

Two Ways to See It

Data Lens

xT models divide the pitch into a grid, assigning a pre-calculated scoring probability to each zone based on historical data. A player's xT value for an action is the difference between the scoring probability of the zone the ball *ends up in* minus the probability of the zone it *started in*, reflecting the change in threat created.

Scout Lens

From a scouting perspective, players who consistently generate high xT values exhibit exceptional vision, spatial awareness, and decision-making, always looking for the most incisive pass or carry. They demonstrate an innate ability to shift the ball into positions where teammates can pose a real threat to goal, often creating dangerous situations that aren't captured by traditional assists.

Kevin De Bruyne, Lionel Messi, Trent Alexander-Arnold, Martin Ødegaard
Watch for players who make passes or carries that move the ball into the opponent's penalty area, cutting through lines, or into zones where shots are more frequently taken.

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