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Two batters can both score 30. One did it off 15 balls at the death; the other off 40 in the powerplay. Raw totals treat those the same. Expected stats do not: they measure output against what the situation itself tends to yield, so beating a hard situation counts for more than padding an easy one.
Runs Above Expected and Wickets Above Expected have their own leaderboards.