The Gunners' ten-match victorious streak was ended by the Black Cats prior to the international break, however will the Premier League frontrunners bounce back against north London rivals Tottenham this Sunday?
"{I feel like Arsenal are light years ahead of Tottenham currently but Spurs manager Thomas Frank will have a plan for this match," stated soccer specialist Chris Sutton.
"The Spurs manager will try to neutralize Arsenal, who have not always been at their scintillating finest this campaign - but Mikel Arteta's side typically still find a way to win."
The analyst is forecasting results for all 380 Premier League fixtures this term, versus artificial intelligence, fans and a variety of special visitors.
In week 12, he faces performer Olly Murs, who is a Manchester United supporter.
The singer's latest record, the new release, is available on Friday.
Soccer and Family Experiences
Murs is a talented soccer player as well as a successful singer and has been a star of several charity football matches over time - but he is not planning a professional return as a player.
"{I actually played in a benefit match the other evening for a friend of mine," he said. "The side was losing 3-1 when I came off in the second half, and they proceeded to win 4-3, so you can read into that what you want!
"I still love football, but I injured my knee a few years ago and it still isn't where I want it to be. I hope I could play more but the unpredictability of the sport means it's too dangerous for me in my profession to do it properly again.
"Plus I am forty-one now, and we are not all Cristiano Ronaldo, are we!? No, I am very content not playing football and I am gearing up for the time that my child or boy decides to play instead."
Murs and his wife his partner have a young family, Madison and Albert, and he is ready to emulate his dad by becoming their manager.
"I won't push football on our children but I've previously told Amelia that if they do get the bug for it then I will have to go and get my coaching badges - and I will probably be coaching their Saturday soccer team," he said.
"I watched my relatives play a lot, and I really got into it, and I clearly owned a football club for a period too.
"My dad coached with us when I was a child, which is probably where I get it from. He managed our side for two or three years and had a wonderful time with it. That could be the next step for me as well, and I am looking forward to it!"
Premier League Predictions
Saturday, 22 November
- Turf Moor, 12:30 GMT
The Blues may have to wait a bit longer for Cole Palmer's return from fitness issues but their attack is already more potent with Joao Pedro and Liam Delap both back fit.
In my opinion this game will be quite tight, though. The Clarets are well organised and their sole home defeats so far have been against the Reds and Arsenal.
This suggests a one-all tie to me, but I am actually going to go with Chelsea to win narrowly for what would be their third league win in a row.
Sutton's prediction: 1-2
Olly's pick: Chelsea will be too strong. 1-3
AI's outlook: 0-2
- Vitality Stadium, 15:00 GMT
The Cherries have been defeated in their past two games - albeit both of them were on the road - but they got thoroughly beaten by Villa last time out which surprised me.
In contrast, West Ham won back-to-back victories before the international break and, although both of those games were at their stadium, they do look competitive again.
West Ham's only away victory this campaign came at Nottingham Forest in August, when West Ham boss Nuno Espirito Santo was still Forest coach.
So, what exactly do I go with here - will it be West Ham continuing their streak under their manager, or the home side bouncing back?
I will go with Bournemouth, because I believe what happened against Aston Villa was a anomaly.
Sutton's prediction: 2-0
Olly's outlook: Bournemouth are doing well but the visitors have picked up under their boss. 2-2
The algorithm's prediction: 1-1
- Amex Stadium, 15:00 GMT
The Bees were seen as one of the favourites for relegation before the season started, but they have impressed a several people under their manager and are in good form with three wins in their last four matches.
A family member advised me to get Brentford striker Igor Thiago in my fantasy soccer team a few weeks back and, unfortunately, I ignored the advice.
The forward will likely score again on the weekend but I am still not going to select him or support the away side at Brighton's ground.
The Bees have not had great fortune on the travel this term, and the Seagulls are always strong at home. Brentford will try to hit them on the break but I think the home manager's team carry much more of a threat.
Sutton's forecast: 2-1
The singer's prediction: This could be one of those games where you expect there is going to be a many scores but it actually proves to be quite tight. 1-1
AI's prediction: 2-1
- Craven Cottage, 15:00 GMT
It is a huge game for the Cottagers, who have suffered defeat in five of their past six games.
Fulham have got lots of talent in their team but it still feels like they could be sucked into a drop zone battle.
Regarding Sunderland, indeed they are the unexpected success of the Premier League campaign so far.
The away side's display in the two-all draw with the Gunners last time out was superb. We've not witnessed anyone else rough up the North London side like that this term, and they were fully competitive for them.
The sensible thing to do to support the visitors here, because they are obviously able of disrupting Fulham up too and, the last time they were in this part of London, they defeated the Blues at the close of last month.
But I am not choose that. Rather, I truly need to carry on opposing the away team with my predictions. I am claiming a lot of responsibility for their positive results because they evidently love to defy my predictions.
Considering the home side's home form, the sole side they have lost to is the league leaders. Their manager's side will be extremely desperate for a positive outcome, so I am going to say they will secure three points.
The expert's forecast: 1-0
The guest's choice: I'm aware the visitors are performing strongly and also that Fulham are on a bad streak... but they have still been decent at Craven Cottage this season. 2-0
The algorithm's outlook: 2-0
- Anfield, 15:00 GMT
It is a tough fixture to call. The Reds have suffered seven of their past 10 games in all competitions, but could they be among the teams who profit from the {international break|