Football · Level 8: Expert · Sub-level 8.81
Expected Assists (xA)
10 tests · 100 facts · updated 12 October 2026 · markdown
Expected assists and the numbers around them: key passes, chances created, shot- and goal-creating actions, crosses and cut-backs, and the assist records they are measured against.
Each test below is ten questions on Insporta. The list under a test is what the questions check: one fact per question, with the source it was written from. Read it before the test, or come back from a wrong answer.
Test 1xA against assistsTake a test
Expected assists value each chance a pass sets up, so the total reflects chance quality rather than whether team-mates scored.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
An assist needs a goal, so a creator with poor finishers around him looks worse than he is; xA credits the chance itself.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Assists above xA usually mean the shots after his passes went in more often than their quality predicts, which tends not to last.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
A shot-based model hands the xG of the resulting shot to the passer, so the pass is worth exactly what the shot is worth.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Assists swing on single finishes; xA moves with the chances he creates, which is steadier from one run of matches to the next.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
A 30-metre screamer is a low-xG shot, so the pass before it earns little xA even though it goes down as an assist.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Expected goal involvement is the sum of a player's own expected goals and the expected assists of his passes.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
A pass in his own half rarely leads to a shot at all, crosses from deep produce poor headers, and cut-backs give shots facing goal.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The pass itself is valued through the shot it leads to, which is why a pass that produces no shot earns no xA in such a model.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
No goal means no assist, but the chance was created, so the pass still adds its value to 8's xA.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Test 2Key passes and chances createdTake a test
Opta logs a key pass when the recipient shoots without scoring; if the shot goes in, the pass is an assist instead.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
Every final pass to a shot is a chance created: an assist if it is scored, a key pass if it is not.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
Key passes are final passes to shots that miss, are saved or are blocked, so none of them became an assist.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
A pass that sets up a 30-metre speculative shot and one that sets up a tap-in are one key pass each; xA tells them apart.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Big chances are judged by the data collectors, typically one-on-ones or close-range shots with little pressure.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
A delivery that finds a head for an attempt at goal is a key pass, so a regular corner taker collects many of them.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
More key passes from far out may only mean more low-value shots; the location and quality of those shots show whether he is creating more.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The closer the ball arrives to goal, the more often the move ends in an attempt.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Chances created are key passes plus assists, and a creator's passes that lead to shots are only a small share of all his passes.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The pass led directly to a shot that was not scored, which is exactly a key pass.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Test 3Shot- and goal-creating actionsTake a test
FBref credits the two offensive actions that directly lead to a shot, whoever makes them.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
Take-ons, fouls drawn, shots that lead to another shot and defensive actions that lead to a shot all count.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
The same two actions are counted, but only when the shot they lead to goes in.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
A successful take-on that leads to a shot is credited, so a player who beats defenders creates even when someone else makes the final pass.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
A shot that leads to another shot counts as a creating action, and here the second shot was scored.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The two actions before the header are the foul drawn and the free-kick delivery, and only the first is the winger's.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
It captures the different ways a player sets up shots without needing the shot to be scored.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The move runs forward in sequence: the left-back feeds midfield, the midfielder beats his man and then releases the striker, who scores. Read backwards from the goal, that pass and the take-on are the two goal-creating actions credited.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Up to two actions are credited per shot, key passes are one per unscored shot, and goals are rarer than shots.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The two offensive actions before 9's shot are the passes from 6 and 8; the shot itself is not one of them.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Test 4Assist recordsTake a test
De Bruyne's 20 for Manchester City in 2019-20 matched Thierry Henry's 2002-03 total.
Source: Premier League, Bundesliga and La Liga records (Opta) · recall
Giggs made 162 Premier League assists for Manchester United between 1992 and 2014.
Source: Premier League, Bundesliga and La Liga records (Opta) · recall
De Bruyne had set 20 at Wolfsburg in 2014-15; Müller passed it on the last day of 2019-20.
Source: Premier League, Bundesliga and La Liga records (Opta) · recall
Assists are a statistic, not part of the Laws; systematic collection by data companies only came in the 1990s.
Source: Premier League, Bundesliga and La Liga records (Opta) · applied
Data providers credit the assist if the touch did not significantly alter the ball's direction or speed.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The fantasy game credits the player who won the penalty; Opta's assist needs a pass, cross or similar touch to the scorer.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Messi's assists for Barcelona between 2004 and 2021 are the most in La Liga history.
Source: Premier League, Bundesliga and La Liga records (Opta) · recall
Henry set his in 2002-03, De Bruyne his in 2014-15 and Müller his in 2019-20.
Source: Premier League, Bundesliga and La Liga records (Opta) · recall
Giggs made 162, Fàbregas 111, Rooney 103 and Lampard 102.
Source: Premier League, Bundesliga and La Liga records (Opta) · recall
Özil's 19 for Arsenal in 2015-16 fell one short of Henry's 20; De Bruyne equalled Henry in 2019-20.
Source: Premier League, Bundesliga and La Liga records (Opta) · recall
Test 5Crosses and xATake a test
Many crosses meet a defender first, and those that reach an attacker usually give a contested header rather than a clean shot.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Every xG model rates a header below a shot with the foot from the same place, which is one reason crosses carry little xA.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The defence is retreating while the shooter arrives on the ball with his whole body facing the goal.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Volume is not quality: many crosses from deep produce few shots, and the shots they do produce are poor.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Alexander-Arnold beat his own mark of 12 from the season before; much of his output came from crosses and set pieces.
Source: Premier League, Bundesliga and La Liga records (Opta) · recall
A corner or wide free kick arrives into a box both teams have organised, so its value behaves differently from a cross in open play.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Teams that cannot get through the middle go round the outside, and the low-value crosses that follow show it.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The closer the delivery is played from the goal line, and the lower it is, the better the shot it tends to produce.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Getting to the line pulls the defence back, and the pull-back finds the space they have left in front of them.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The cut-back finds a runner facing goal near the penalty spot; the cross from deep usually ends in a contested header.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Test 6xA from set piecesTake a test
A regular corner and free-kick taker collects xA from dead balls, which can flatter his creativity when the ball is moving.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
A direct free kick is a shot, not a pass, so there is no assisting pass for xA to value.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Many corners are cleared first, and the headers that follow are contested, so the average chance per corner is small.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Penalties are worth about three-quarters of a goal each and go to whoever takes them, so they are stripped out to compare open creativity.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
xA goes to the last pass before the shot, and here that is the cross after the short routine.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Event data records throw-ins as a type of pass, so one that finds a head for an attempt carries xA like any other.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Set-piece xA is the value of the shots dead-ball deliveries create, so a rise means those deliveries lead to better chances.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
A long-range free kick rarely goes in, a header from a corner more often, and a penalty is scored about three times in four.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Dividing by the number of corners turns a total into a rate, which is fair between takers who get different numbers of corners.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The corner is the pass that led to the shot, so its value as a chance goes to the taker.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Test 7Through balls and passes behind the lineTake a test
A pass that takes the receiver past the last line usually leaves him alone with the goalkeeper, one of the best chances in football.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Data providers tag a through ball when the pass goes between or past the defenders into space behind them.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
They are aimed at small gaps behind a defence, so defenders and goalkeepers claim a large share of them.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Offside stops play before any shot, so a shot-based xA model has nothing to credit.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
A line holding near halfway leaves forty metres behind it, which a well-timed pass and run can exploit.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Messi's chipped passes to Alba's runs from left-back became one of the most repeated patterns of Barcelona's attack.
Source: Match reports (BBC Sport, ESPN, club reports) · recall
The further the run, the more time defenders and the goalkeeper have to recover, so the shot that follows is usually worse.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The run has to be timed with the pass: moving too early is offside, too late and the space has closed.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Short passes are completed most often; long switches less so, and passes into the space behind a defence least of all.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The pass splits the away back four and sends 9 into the space behind them, which is a through ball.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Test 8xA and the finishing of team-matesTake a test
When his passes led to good chances that were not taken, the assists stay low while the xA shows the chances were there.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
One season holds few chances per creator; over hundreds of them, lucky and unlucky finishes cancel out more and more.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The chances he creates are converted more often, so the same quality of passing produces more assists.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The passer decides the pass; whether the chance becomes a goal depends on the team-mate's shot and the goalkeeper.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The better side has better finishers and more of the ball, so assists reward the team around the creator as much as him.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Every missed big chance is also a lost assist for the player who made the pass.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
A gap that lasts for years is less likely to be luck; the usual explanation is the finishing quality around him.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The creator's gap is explained by the finishers' gap, which is where the check has to go.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The passer controls his own pass fully, affects the first touch partly, and has almost no say in the finish.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
A made 12 assists from 7 xA; that kind of overperformance usually shrinks, while B is due more and C is level.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Test 9xGChain and xGBuildupTake a test
Every player who touches the ball in a possession that ends in a shot is credited with that shot's full xG.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
Removing the key pass and the shot leaves the credit for the players who built the move earlier.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
Lawrence proposed both measures to credit players whose passes start attacks rather than finish them.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
Players who make the passes before the final ball earn nothing in xA; xGBuildup gives them a number.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Understat lists both measures for players in the big European leagues next to xG and xA.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · recall
A ball-playing centre-back touches the ball in many possessions, but rarely makes the final pass.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
A simple sideways pass and the pass that broke the defence earn the same share, however different their value.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The per-90 step makes players with different minutes comparable.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
xA credits the one final pass, shot-creating actions the last two actions, and xGChain everybody in the possession.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
xGBuildup leaves out the shot by 9 and the key pass by 10, so the credit goes to the three players before them.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Test 10Reading an xA tableTake a test
A regular who plays every minute will pile up more xA than a substitute; per 90 puts them on the same footing.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
A few good passes in a handful of matches can produce an extreme rate that longer spells rarely sustain.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
A winger or number 10 is expected to set up shots; a holding midfielder's job gives him far fewer chances to.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Set pieces can dominate a taker's total, so an open-play figure shows how much he creates when the ball is moving.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Penalties, direct free kicks, shots after a dribble or a loose ball have xG but no pass to credit.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
The same total from fewer passes means each of the second player's passes set up a better shot.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Each provider trains its own model on its own data, so the same pass can be worth different amounts.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Filtering and scaling come first; only then do positional comparisons and luck checks mean something.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
He completes dozens of passes a match, makes a couple of key passes, and those add up to a few tenths of an expected assist.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
D's rate comes from little more than three full matches, far too few to separate skill from a lucky run.
Source: Football analytics literature (Opta, StatsBomb, FBref definitions) · applied
Sources
IFAB Laws of the Game / FIFA & UEFA technical reports / Opta, StatsBomb and FBref definitions / club and analyst publications / peer-reviewed research
- Football analytics literature (Opta, StatsBomb, FBref definitions)90
- Premier League, Bundesliga and La Liga records (Opta)9
- Match reports (BBC Sport, ESPN, club reports)1