The striker, 29, then took the chance to troll team-mate Mesut Ozil after he caught him watching his goal back on Tuesday.
Aubameyang, who pockets £180,000-per-week at the Emirates, appears to have added the stunning red supercar to his growing car collection.
The Gunners ace has previously been spotted in a gold Range Rover, a Lamborghini Aventador and a modified Mercedes.
But his latest purchase, which can reach 60mph in just 2.9 seconds, is the best of the bunch.
He shared a photograph of himself posing alongside the menacing motor with his 7.6 million followers on Instagram.
But he will be driving it carefully after he received six points on his licence last month for speeding at 99mph.
His new vehicle is one of just 499 made and it is reported that it could reach a top speed of 217mph.
Aubameyang then attempted to humiliate Ozil by posting a video of the midfielder watching a clip of his goal from Monday's match.
The German star was unaware that he was being watched as he watched a clip of his equaliser on Instagram.
Before he screamed with laughter, Aubameyang shouted: "Ozil watching his goal!"
The German midfielder hailed Arsenal's "sexy" football after Unai Emery's side secured their tenth consecutive win.
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