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Advanced soccer stats explained

Beyond goals and possession, a guide to progressive passes, PPDA, field tilt, shot-creating actions and the other numbers analysts use, with what each tells you and where it misleads.

2 min read · Updated October 2026

Why go beyond basic stats?

Goals, shots and possession are easy to count but say little about how a team plays. A side can have 65 percent possession and create almost nothing, or defend deep with 35 percent and win comfortably. Analysts developed new measures to describe chance creation, ball progression and pressing more precisely. Most of them come from detailed event data collected by companies such as Opta (Stats Perform) and StatsBomb.

Attacking stats

StatWhat it measuresUseful for
Expected goals (xG)Quality of chancesJudging attacking output beyond goals
Key passesPasses that lead directly to a shotSpotting creative players
Shot-creating actionsThe two actions (passes, dribbles, fouls won) before a shotWider view of chance creation
Expected assists (xA)xG value of shots created by a player's passesSeparating creativity from teammates' finishing
Touches in the opposition boxHow often a team or player gets the ball in the penalty areaTerritorial threat

Progression stats

Getting the ball up the field is the core job of build-up play.

  • Progressive passes: completed passes that move the ball a significant distance toward the opponent's goal. Definitions vary by provider.
  • Progressive carries: the same idea for running with the ball.
  • Passes into the final third and penalty area: simple but useful indicators of attacking intent.
  • Expected threat (xT): a model that values each area of the pitch by how likely possession there leads to a goal, then credits actions that move the ball into more dangerous areas.

Defensive and pressing stats

StatWhat it measuresHow to read it
PPDA (passes per defensive action)Opponent passes allowed before a defensive action, in the opponent's half and middle zonesLower PPDA means more aggressive pressing
Pressures or pressing actionsTimes a player closes down an opponent with the ballWork rate and pressing role
Tackles and interceptionsBall-winning actionsCan be misleading: good positioning prevents the need to tackle
RecoveriesTimes a player collects a loose ballReading of the game
High turnoversPossessions won near the opponent's goalPressing that creates chances; see pressing

Control stats

  • Possession: share of the ball. Describes style, not quality. See possession play.
  • Field tilt: a team's share of touches in the final third compared with the opponent's. It shows territorial dominance better than raw possession.
  • Pass completion: high percentages often reflect safe passing; compare with the difficulty of the passes.

Common traps

  1. Small samples. A few matches can produce extreme numbers. Wait for 8 to 10 games before drawing firm conclusions about a team.
  2. Context. A team protecting a lead will see its possession and xG drop.
  3. Definitions differ. "Progressive pass" or "pressure" may be counted differently by each provider, so compare numbers from the same source.
  4. Role effects. A defensive midfielder in a deep team will make more tackles than one in a dominant team, without being better.
Tip

Pick one or two stats that match a question you care about, such as "Is my team pressing as well as last season?", and track them over a whole season rather than chasing every number.

Keep learning

WATCHINGExpected goals(xG) explainedWatchingExpected goals (xG) explainedWhat expected goals measures, how an xG model scores a shot, how to read xG in a match report, the related stats xA and xGOT, and the limits of the number.TACTICSPressing and thehigh lineTacticsPressing and the high lineHow teams win the ball back high up the field, what "gegenpressing" and "pressing triggers" mean, and the risks of playing a high defensive line.Players passing the ball in a possession-based teamTacticsPossession play and building from the backWhy some teams try to keep the ball for long spells, how positional play and tiki-taka work, and what "building from the back" really involves.