Atletico had won only one of their previous 14 league meetings against their rivals.
Kane’s excellent start with Bayern means he has now scored seven goals in five league matches as the defending Bundesliga champions sit top.
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The Red Devils have spent big cash on players that have not performed at Old Trafford.