World Cup xG Lab
TeamsPlayersModelCoverage
StatsBomb powers the past chance-quality model and shot-location views. FBref adds recent league-form context. Understat adds club xG context. DataMB adds 25/26 percentile scouting profiles. This dashboard is not a guaranteed 2026 World Cup prediction model.
OD

France

Ousmane Dembele

ForwardSome evidence

Paris St-Germain - Ligue 1

21 past sample shotsPercentile profileLeague formClub xGExperimental xG check

Data read

Limited evidence

When the historical sample is weak, use recent club and league context to understand role, volume, and form.

Player summary

Ousmane Dembele has a usable historical shot sample.

In the available historical sample, Ousmane Dembele took 21 shots. xG estimates how many goals those chances were usually worth. The model estimated those shots were worth about 2.04 goals, and Ousmane Dembele scored 1.

He scored roughly in line with what the model expected from the chances in this sample. The average shot was worth about 0.097 xG, or roughly a 10% chance of becoming a goal. Recent club and scouting context is also available from percentile scouting profile (DataMB), recent league form (FBref), club xG context (Understat), experimental xG check.

Takeaway: use this as a combined historical plus club-context profile, not as a guaranteed 2026 World Cup projection.

Past sample shots

21

StatsBomb open-data matches

StatsBomb

xG in available past matches

2.04

Not a 2026 forecast

StatsBomb

Goals

1

Goals in covered matches

StatsBomb

Scoring vs expected

-1.04

Goals minus expected goals estimate

StatsBomb

Season

25/26

External percentile layer

Template

strikers

Comparison group

Minutes

84

Where available

Shots

325

Recent club/league rows pulled

Goals

58

Recent league form

Minutes

7,535

Where available

Club shots

158

Understat rows

Club xG

17.50

Context only

Club goals

13

Covered seasons

Modeled shots

370

Understat shot rows

Experimental xG

34.58

Research layer only

High-xG shots

36

Modeled Understat chances

  • - Player data describes past available samples and club context, not a 2026 World Cup forecast.
  • - StatsBomb powers the past chance-quality model; recent league form, club xG, and percentile profiles are context layers.
  • - Small shot samples can make xG and finishing numbers noisy.
  • - Missing source matches can come from league coverage or player-name differences.
StatsBomb

Past Chance Quality

21 shots

The model estimated 2.04 goals from these shots; actual goals: 1. 2018-06-21 to 2024-07-05.

DataMB

Percentile Scouting Profile

84 min

strikers percentile context.

FBref

Recent League Form

325 shots

Aggregate club/league form where pulled.

Understat

Club xG Context

17.50 xG

Club xG context from covered leagues.

Understat

Experimental xG Check

34.58 xG

370 modeled Understat shots. Research layer only.

Overview

This profile separates historical shot-quality evidence from recent club context. It avoids treating a small StatsBomb sample as a complete player forecast.

Scoring vs expected

-1.04

Goals minus expected goals estimate

Average shot quality

0.097

Roughly how dangerous each shot was on average.

Open-data sample range

2018-06-21 to 2024-07-05

How to read this dashboard

StatsBomb

Past shot samples used by the expected-goals model. Not a 2026 prediction.

DataMB

25/26 percentile scouting profiles. Percentiles are not raw stats and are not model inputs.

FBref

Recent club and league form context. Not used by the trained expected-goals model.

Understat

Club expected-goals context from covered leagues, plus a separate experimental xG check where clearly labeled.