Shots on Target: The Stat That Predicts Goals Best
Football gives us an overwhelming amount of data these days. Possession percentages, pass completion rates, expected goals, pressing intensity, progressive carries. You could spend hours buried in statistics before making a single prediction. But if you only have time to check one number before submitting your picks, make it shots on target.
It is not the most fashionable stat. It does not have the intellectual glamour of expected goals or the tactical intrigue of pressing metrics. But shots on target has a stronger direct correlation with goals scored than almost any other commonly available statistic. And for anyone playing prediction games, that makes it incredibly useful.
Why Shots on Target Beats Other Stats
Let us start with what shots on target actually tells you. A shot on target is any attempt that would have gone into the goal if not for the goalkeeper or a goal-line clearance. It filters out the wild volleys into row Z, the blocked efforts that never troubled the keeper, and the mishit crosses that technically count as shots in the total shots column.
That filtering is what makes it valuable. Here is how the common stats stack up as predictors of goals:
- Possession - weak correlation. Teams can dominate possession and create nothing. A team with 70% possession and no shots on target is not going to score
- Total shots - moderate correlation. But this includes headers from corners that drift wide and speculative efforts from 30 yards. Quantity does not equal quality
- Corners - very weak correlation. Despite what pundits suggest, corners lead to goals less than 3% of the time
- Shots on target - strong correlation. Every shot on target is a genuine scoring opportunity that required the goalkeeper to make a save or resulted in a goal
The reason is straightforward: shots on target are the closest measurable step before a goal. Possession is several steps removed from scoring. Total shots are one step closer. But shots on target represent moments where the ball was genuinely heading into the net. The conversion rate from shots on target to goals in the Premier League typically sits between 30% and 35%. That is a much tighter relationship than any other commonly tracked metric.
