Watch Final Score on this page for all the goals as they go in
Mata and Martial goals for Man United against Watford
Late McAuley goal as West Brom level against West Ham
Sorry Sunderland 4-0 down - Gabbiadini double for Southampton
Stoke win through Allen goal - Palace on course for eighth league loss in 11
Middlesbrough v Everton goalless
Stoke 1-0 Crystal Palace
Martin Keown
Former Arsenal defender on Final Score
What a cultured finish from Joe Allen. He's slotted that right in the corner - really good football.
That's a disaster for Palace, who need to be matching Middlesbrough's result as a minimum.
Image source, Getty ImagesSunderland 0-2 Southampton
Sixty-five minutes gone and Sunderland have their first shot on target - a 30-yard effort from Didier Ndong that is straight down Fraser Forster's throat.
West Ham 1-1 West Brom
Martin Keown
Former Arsenal defender on Final Score
Sofiane Feghouli made his run from deep and it was one hell of a strike.
West Ham deserve that goal, because West Brom have sat back since scoring the opener. They needed to go for the Hammers' jugular and they just didn't.
Joe Allen (67 mins)
He missed a sitter in the first half but Joe Allen steers in when he needs to to put Stoke ahead.
It's a really nicely worked goal, Marko Arnautovic spins on halfway to play a ball over the top, Ramadan Sobhi controls superbly and then lays it off to Allen, who passes low into the corner from maybe 12 yards out.
Crystal Palace are in a world of pain.
Image source, ReutersSunderland 0-2 Southampton
Southampton aren't busting a gut to get a third but they are still having the better chances as Dusan Tadic has a go at goal but his shot is straight at Vito Mannone.
This has been really disappointing from Sunderland after their 4-0 win at Crystal Palace last-time out.
Image source, ReutersSofiane Feghouli (63 mins)
Ben Foster is very unlucky, he makes a fine one-handed stop to push Manuel Lanzini's shot onto the crossbar, but nobody in his defence reacts quickly enough and Sofiane Feghouli, very much onside, is able to get there and prod it home.
Image source, Getty ImagesMan Utd 2-0 Watford
Martin Keown
Former Arsenal defender on Final Score
Martial has been pressurised by his manager and that's pleasing, because he's a great talent but he needs to start to show that in a United shirt. But now he's scored, and that will do his confidence a world of good.
Image source, ReutersWest Ham 0-1 West Brom
Gareth Southgate is in the stands. Andy Carroll isn't playing.
Southgate looks very, very bored.
Man Utd 2-0 Watford
Terry Butcher
Ex-England captain at Old Trafford for 5 live Sport
It looked an easy finish for Martial but that was because he chose to dwell on the ball and take his time.
It was a swift United break and when Martial received the ball it looked easy enough to sweep it into the far corner. But he paused, the near post opened up and he slotted it home.
Anthony Martial (60 mins)
Image source, Getty ImagesWatford pay the price for not tightening up on Anthony Martial on the left as Manchester United double their lead.
Zlatan Ibrahimovic touches the ball into the path of the forward and he races into the box. Watford defenders get back to cover but Martial spots a gap at the near post and takes full advantage.
Image source, ReutersMiddlesbrough 0-0 Everton
You may not have known that Adlene Guedioura had moved to Middlesbrough on deadline day but here he is, on for his home debut.
Everton then go close as Romelu Lukaku squeezes into the area but his pass to Ross Barkley is cut out on the stretch.
Sunderland 0-2 Southampton
This has been a real struggle for Sunderland. Despite a real chance to move off the bottom they haven't troubled Southampton so far. It's going to take an almighty turnaround for them to get back into this one.
Image source, ReutersWest Ham 0-1 West Brom
West Ham have started with a bit of pressure and that prompts TP into action. Off goes goalscorer Nacer Chadli, on comes Jonny Evans.
Man Utd 1-0 Watford
Spoke too soon there Terry. David de Gea produces a superb one-handed save to deny Mauro Zarate's free-kick.
Manchester United have been dominant but while they lead by just the one goal Watford are very much in this.
Stoke 0-0 Crystal Palace
Chance for Palace! It's a well-worked free-kick, the ball drops to Christian Benteke bang in front for a tap-in but Bruno Martins Indi sweeps it up. BMI has been immense in both boxes thus far.
Man Utd 1-0 Watford
Terry Butcher
Ex-England captain at Old Trafford for 5 live Sport
Watford have started this half much better than they finished the first, but although they are enjoying plenty of possession they're not really creating much at present.
Image source, ReutersMiddlesbrough 0-0 Everton
That is outstanding play from Adama Traore! The Middlesbrough man starts running back towards his own goal under heavy pressure, right tight to the touchline but somehow extricates himself from a tight spot and sets off on the Everton goal. He cuts inside two men and the only way Everton can stop him is with a foul.
The free-kick comes to nothing though. Get the ball out wide!
Sunderland 0-2 Southampton
Almost the hat-trick for Manolo Gabbiadini but his left-foot strike is saved by Vito Mannone.
David Moyes sprinkles a bit more late-2000s Everton on his Sunderland team by bringing on Steven Pienaar for John O'Shea.
Middlesbrough 0-0 Everton
First sniff of goal after the break comes for Boro, as Adama Traore drives between two defenders to launch a toe-poke on goal from a full 20 yards, but it's always swerving away from the top corner and wide.
Man Utd 1-0 Watford
Almost immediately there's a chance for Manchester United in the second half as Anthony Martial is off like a rocket down the left. He has Craig Cathcart backpeddling before swiping an effort just wide of the far post.
Image source, Reuters