The opening weeks of a new Premier League season are always filled with drama, surprise packages, and early-season narratives that capture the imagination of football fans. However, history teaches us that the league table at this incredibly early stage can be highly deceptive.
At this exact juncture last season, Liverpool sat proudly at the summit of the division with a perfect record of five wins from their opening five matches, while Tottenham Hotspur occupied a highly promising third place. Yet, by the time the grueling 38-game campaign concluded, Liverpool had slipped to a fifth-place finish, and Tottenham had plummeted all the way down to 17th. This dramatic shift highlights why the actual standings should not be taken too seriously during the infancy of a campaign.
While any statistical analysis must be approached with caution due to the small sample size of just five games—and the reality that some clubs have faced far more challenging fixtures than others—underlying metrics offer a much clearer, more accurate blueprint of how the rest of the season might unfold.
Among these metrics, Expected Goals (xG) is perhaps the most revealing. By evaluating the number and quality of shots a team takes and faces, xG measures how much a team is genuinely dominating matches. It evaluates the raw performance of a side before finishing ability, goalkeeper heroics, or simple good fortune come into play. Historically, Premier League data proves a simple truth: the more a team dominates the underlying numbers, the more points they will inevitably accumulate in the long run.
To get the most accurate reflection of a team’s organic attacking and defensive capabilities, it is best to exclude penalties from these calculations. Penalty decisions are highly subjective, often influenced by refereeing variance or isolated moments of defensive clumsiness. Excluding them prevents a distorted view of how well a team is actually performing in open play.
When we strip away the penalties and analyze the non-penalty xG data, a fascinating picture of the division begins to emerge. Despite suffering their heaviest defeat in three years last weekend at the hands of Brighton, reigning champions Arsenal remain the most dominant team in the division overall based on non-penalty xG difference.
Right behind them are the current league leaders, Manchester City, whose underlying numbers show they are thoroughly deserving of their place near the top. Meanwhile, there is absolutely nothing lucky about Brentford’s unbeaten start to the campaign; their impressive performances are entirely backed up by stellar underlying data.
For Manchester United, the public perception often oscillates wildly between crisis and celebration. However, the data suggests their actual performance level has been remarkably steady. Despite an underwhelming start in terms of actual points, Erik ten Hag’s side is performing well; only three teams in the entire league boast a higher non-penalty xG difference at this stage. Similarly, both Nottingham Forest and Bournemouth have put together performances that suggest they are far better than their current positions in the live table would indicate.
