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Why xG can’t always tell us how good a team really is

By Eric November 29, 2025

In the world of football analytics, expected goals (xG) is a statistic that has gained traction for its ability to measure the quality of chances created by teams during a match. However, a recent analysis of Premier League results from last week has raised eyebrows, suggesting that xG might not always provide an accurate reflection of performance or outcomes. For instance, teams that dominated possession and created numerous chances often ended up on the losing side, leading many to question the reliability of xG as a predictive tool. This discrepancy highlights the unpredictability of football, where the final score can sometimes starkly contrast with the underlying statistical narrative.

One notable example from last week’s matches involved a high-profile clash where a team boasted a significantly higher xG but still fell to defeat. This occurrence is not isolated; it serves as a reminder that football is not merely a numbers game. Factors such as goalkeeper heroics, defensive errors, and sheer luck can heavily influence match outcomes, often rendering xG statistics misleading. Critics argue that while xG is a useful metric for assessing individual player performances and overall team strategies, it fails to account for the chaotic nature of the sport. Consequently, analysts and fans alike are left grappling with the question: can we truly rely on xG to gauge a team’s performance, or is it merely a flawed reflection of the beautiful game’s complexities?

As the Premier League season progresses, the debate surrounding the validity of xG will likely continue to evolve. Coaches, players, and analysts may need to adopt a more nuanced approach to interpreting these statistics, recognizing that while they can provide valuable insights into team dynamics, they should not overshadow the unpredictable elements that make football so captivating. Ultimately, the beauty of the game lies in its ability to surprise, and while xG can offer a glimpse into the performance metrics, it cannot fully capture the essence of a match’s outcome.

If you look at the xG for the Premier League results last week, you would probably be thinking the statistic is a load of rubbish.

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