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While Chelsea pumped in 5 goals past Everton to move top of the table, a last minute goal from Middlesbrough held Manchester City to a 1-1 draw.
Eden Hazard scored a brace in each of the halves and Diego Costa, Marcus Alonso and Pedro scored one each which guided Antonio Conte's men to the top of the table for the first time this season.
Sergio Aguero gave Manchester City the lead in the dying moments of the first half. The Cityzens failed any further goal in the second half but as it seemed the one goal lead would have been enough to seal a win for Pep Guardiola's men.
Unfortunately, from a sudden counter-attack, Middlesbrough equalised in the 92nd minute to snatch away a point from the giants.
Super Sunday kicked-off with the highly anticipated North London derby. Arsenal and Tottenham Hotspur played out an interesting 1-1 draw.
Kevin Wimmer's own goal gave Gunners the much needed lead but it was cancelled out by Spurs star Harry Kane from the penalty spot.
Liverpool ran riot at Anfield as they thrashed Watford 6-1 at home. Brazilian midfielder Phillipe Coutinho was at his very best along with Sadio Mane who scored a brace and Roberto Firmino. The Reds reach the summit for the very first time in this season.
Manchester United finally returned to winning ways as they beat Swansea 3-1 away from home. Paul Pogba scored from a stunning volley. The lead was doubled and tripled by Zlatan Ibrahimovic.
Here are all the matches from game week 11
Manchester City 1-1 Middlesbrough
West Ham United 1-1 Stoke City
Burnley FC 3-2 Crystal Palace
Bournemouth 1-2 Sunderland
Chelsea 5-0 Everton
Arsenal 1-1 Tottenham Hotspur
Hull City 2-1 Southampton
Liverpool 6-1 Watford
Swansea City 1-3 Manchester United
Leicester City 1-2 West Bromwich Albion