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How to use Elo ratings for football predictions
A practical guide to using Elo ratings in football predictions, from team strength and home advantage to draw probability, league adjustments, and model improvement.
Neuer ready for Freiburg Pavlovic on his way back
FC Bayern are entering the decisive phase of the season. Coach Vincent Kompany can briefly breathe a cautious sigh of relief.
Liverpool confirm Alexander Isak suffers broken leg and undergoes surgery
Ankle surgery for Alexander Isak will keep the Liverpool striker out for an undefined period after he suffered a fibula fracture in the win at Tottenham.
Alavés pay a very high price for reaching the round of sixteen
Alavés beat Sevilla to reach the Copa del Rey round of sixteen, but injuries to Jonny Otto and Lucas Boyé threaten their plans ahead of the Osasuna clash.
Expected goals explained and how AI uses xG to predict results
Understand expected goals (xG) from first principles and see how AI uses xG, shot quality, and team context to predict football results with stronger accuracy and calibration.
Machine learning vs human intuition in match forecasting
Compare machine learning and human intuition in match forecasting, examining strengths, blind spots, and why a hybrid approach often delivers the most dependable predictions.