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Model Accuracy — MLB

How well do ranking models predict regular-season game outcomes?

Pick Accuracy

Fraction of games where the predicted favourite won

higher is better

Brier Score

Mean squared error of probability predictions (lower is better)

lower is better

Log Loss

Cross-entropy loss of probability predictions (lower is better)

lower is better

Results by Season

Season Games Pick Accuracy Brier Score Log Loss
2016 0
2015 0
2014 0
2013 0
2012 0
2011 0
2010 0
2009 0
2008 0
2007 0
2006 0
2005 0
2004 0
2003 0
2002 0
2001 0
2000 0

Calibration (All Seasons)

Each point is a 5% probability bucket. On the diagonal = perfectly calibrated. Above = model underestimates; below = overestimates.