The Gunners' 10-game winning streak was ended by Sunderland before the international hiatus, but can the English top division frontrunners recover against local foes Tottenham this Sunday?
"{I believe like Arsenal are light years ahead of Tottenham currently but Spurs manager Thomas Frank will have a strategy for this game," remarked football specialist Chris Sutton.
"Frank will attempt to nullify Arsenal, who have not always been at their scintillating finest this campaign - but Mikel Arteta's team usually still find a way to win."
Sutton is forecasting results for all 380 Premier League fixtures this term, versus artificial intelligence, readers and a range of guests.
In the twelfth round, he faces singer Olly Murs, who is a Manchester United supporter.
The singer's new record, Knees Up, is out on the weekend.
Olly is a skilled footballer as well as a successful artist and has been a star of multiple Soccer Aid games down the years - but he is not intending a serious comeback as a footballer.
"{I actually played in a benefit match the other night for a friend of mine," he said. "My side was losing 3-1 when I was substituted in the 60th minute, and they proceeded to win 4-3, so you can interpret that what you want!
"I continue to love football, but I injured my knee a few years ago and it even now 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 seriously 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 preparing for the moment that my daughter or son decides to play instead."
Murs and his spouse his partner have two children, their daughter and Albert, and he is prepared to emulate his dad by taking on the role of their coach.
"I will not force football on our children but I've previously told Amelia that if they happen to get the passion for it then I will have to go and get my coaching badges - and I will likely be managing their weekend football team," he added.
"I watched my relatives play a lot, and I truly got into it, and I clearly owned a football club for a while too.
"My father coached with us when I was a child, which is probably where I inherited it. He coached our team for two or three seasons and had great fun with it. That could be the future for me as well, and I am excited to it!"
The Blues may have to be patient for Cole Palmer's comeback from injury but their attack is already stronger with Joao Pedro and Delap both back fit.
I still think this game will be quite tight, however. Burnley are disciplined and their only at Turf Moor defeats so far have been against Liverpool and the Gunners.
This suggests a one-all draw to me, but I am in fact going to go with the London side to edge it for what would be their third league win in a row.
The expert's prediction: 1-2
Olly's prediction: The Blues will be superior. 1-3
AI's outlook: 0-2
Bournemouth have been defeated in their past two games - albeit both of them were away - but they got absolutely spanked by Villa last time out which surprised me.
On the other hand, West Ham secured back-to-back victories before the hiatus and, although both of those games were at their stadium, they do look strong again.
West Ham's sole on the road win this campaign came at Forest in August, when their boss Nuno was previously that team's manager.
So, what exactly do I predict here - will it be the Hammers extending their run under Nuno, or the home side bouncing back?
I will go with Bournemouth, because I believe what happened against Aston Villa was a blip.
The pundit's prediction: 2-0
Olly's prediction: Bournemouth are doing well but the visitors have improved under Nuno. 2-2
AI's pick: 1-1
The Bees were seen as one of the favourites for relegation before the season started, but they have impressed a few observers under Keith Andrews and are in fine fettle with three in their past four games.
My son told me to select Brentford forward Thiago in my Fantasy Football squad a few weeks ago and, guess what, I ignored the advice.
The forward will probably score again on the weekend but I am nonetheless not going to pick him or support Brentford at Brighton's ground.
They have not had great fortune on the travel this term, and Brighton are always decent at home. Brentford will try to attack on the counter-attack but I think Fabian Hurzeler's side pose much more of a danger.
The analyst's forecast: 2-1
Olly's prediction: This could be one of those games where you expect there is going to be a many goals but it in reality turns out to be quite close. 1-1
The computer's prediction: 2-1
This is a massive game for Fulham, who have suffered defeat in five of their past six games.
Fulham have got lots of quality in their squad but it nonetheless seems like they could be sucked into a drop zone battle.
As for the Black Cats, indeed they are the surprise package of the top flight season so far.
The away side's performance in the two-all draw with the Gunners last time out was excellent. We have not witnessed any other team rough up the Gunners like that this season, and they were fully competitive for them.
The logical choice to do to back the visitors here, because they are clearly capable of disrupting Fulham up too and, the previous occasion they were in this part of London, they beat Chelsea at the close of October.
However I am not do that. Rather, I truly need to continue opposing Sunderland with my forecasts. I am taking a lot of credit for their good outcomes because they evidently enjoy to defy my predictions.
Considering the home side's at Craven Cottage record, the only side they have lost to is Arsenal. Their manager's team will be extremely eager for a positive result, so I am going to predict they will secure three much-needed points.
The expert's forecast: 1-0
Olly's prediction: I know the visitors are performing strongly and also that Fulham are on a poor run... but Fulham have still been respectable at home this season. 2-0
AI's outlook: 2-0
This is a hard one to call. Liverpool have lost seven of their last ten matches in every tournament, but could they be one of the sides who benefit from the {international break|
A seasoned gaming analyst with over a decade of experience in online casinos, specializing in slot machine mechanics and player psychology.