The Gunners maintained their momentum from last weeks win away at Newcastle United and picked up all three points at home to Burnley, with goals from Alexandre Lacazette and Pierre-Emerick Aubameyang temporarily sending Arsenal top of the league.
Securing maximum points from their opening matches has ensured that Unai Emery has ended their long wait for two wins from as many games, something Arsenal last did with wins against Everton and Portsmouth at the start of the 2009/10 season.
It wasnt the only record for Arsenal on Saturday either, as their 2-1 win over Burnley maintained their 100% winning record against Sean Dyches side.
Burnleys manager has now equalled an unwanted Premier League record too after suffering a ninth straight defeat against Arsenal, moving level with Gary Megson as the longest losing run against an opponent in the competition.
The Clarets put in a professional performance at Emirates Stadium and caused Arsenal problems throughout the match, but in the end, Emerys side were able to get a comfortable foothold in the match.
Although star strikers Lacazette and Aubameyang will grab the headlines, it was new signing Dani Ceballos - on a season-long loan from Real Madrid - who stole the show.
He provided two assists and didnt put a foot wrong throughout the game, before being substituted to a well-deserved standing ovation in the second half.
Club-record signing Nicolas Pépé also showed glimpses of why Arsenal spent £72m for his signature after coming off the bench at half-time, although the Ivory Coast international couldnt pick up his first goal for the club in the dying stages of the match.