What's the most overrated stat in football?

Possession, shots, tackles and pass accuracy all get quoted as if they settle arguments.

Which number do you trust least, and what would you look at instead?

Possession percentage has to be near the top of that list. Teams can easily dominate the ball inside their own half while the opposition sits back in a low block, which completely distorts what is actually happening in the match. Instead, I tend to look at field tilt or territory numbers. Seeing where those passes are actually being completed gives a much clearer picture of territorial dominance than raw possession ever will. It filters out the meaningless sideways recycling at the back.

Following on from field tilt, expected goals on set pieces is another metric that often gets inflated without telling the whole story. A team might rack up a decent xG total from a high volume of messy goalmouth scrambles or low-probability headers, but that rarely translates into reliable scoring form week to week. I usually prefer looking at box entries or deep completions rather than raw xG totals for chance creation. It helps separate sustained pressure from a single chaotic corner routine that skews the numbers. How much weight do you put on shot-creating actions compared to traditional chance metrics when evaluating a team's attack?

Possession percentage is indeed a prime example of a metric that lacks context without location data. However, from a disciplinary and officiating standpoint, I find foul counts and yellow card statistics to be equally overrated when used to evaluate a referee's performance or a team's physical approach. A team can accumulate ten fouls that are all low-impact tactical interruptions in the opposition half, or three fouls that are reckless challenges endangering safety. Raw accumulation numbers tell us nothing about severity, threshold consistency, or game management. Instead, I always look at the specific zone of the fouls and the threshold established in the opening twenty minutes. Do you think analysts should weight defensive actions by pitch coordinates in the same way we now do for attacking passes?

Raw possession and total shot counts are usually the worst offenders when the market overreacts to live match stats. The problem is that recreational money still chases those high-level summaries without asking where the actions actually took place on the pitch. When pricing teams, I tend to look at non-penalty expected goals combined with closing line movement to see where the sharp money settled before kickoff. A team might rack up twenty harmless shots from outside the box while losing the underlying quality battle completely. If you only look at the final box score numbers rather than the territory and shot quality leading up to those attempts, you miss the actual value the market is trying to price.

Total shots is easily the most overrated metric because it treats a thirty-yard speculative effort with a negligible probability of scoring the same as an open-goal tap-in. When people quote a team having twenty-five shots without mentioning that twenty of them came from outside the area, they are actively hiding the truth of the match. Instead of raw shot counts, non-penalty expected goals per shot gives an immediate indication of shot quality rather than mere volume. If a side has a high total shot count but a very low average xG per attempt, it usually points toward poor shot selection and a reliance on low-percentage finishes that rarely sustain themselves over a full season.