If you would like to compare players level inbetween leagues, Universal Rank is the way to go.

In football analytics, Expected Points (xP) has emerged as a key performance indicator (KPI), reflecting the likelihood of a team winning a match based on the quality and quantity of chances created. This metric has earned attention within our team and across the broader analytical community. But how is xP calculated, and what makes it so insightful?

n today’s fast-paced, content-heavy world, capturing and holding the attention of football fans is no easy feat. While traditional match reports and score updates still have their place, modern fans crave more than just raw data—they want context, analysis, and, most importantly, visual storytelling.

Challenging the traditional 90-min game metric.