They'll have to beat Frank Lampard and Chelsea to do so.
Arsenal made it three wins out of four in the Premier League last night with a 3-0 defeat of Newcastle United at the Emirates Stadium.
Captain Pierre Emerick Aubameyang scored twice in the victory that sends the Gunners 10th in the table.
Newcastle are without a win in nine games and lie in 15th place.
20 year old Emile Smith Rowe impressed for Arsenal and he says there's cohesion in the squad.
Newcastle have now not won in 9 matches in all competitions.
They are seven points above the drop zone.
Boss Steve Bruce knows it's a tough spell.
Tonight, Leicester City have the opportunity to go top if they can beat Chelsea.
That game kicks off at the King Power Stadium at 8.15.
Former Athlone Town defender Brian McCarthy says we might have seen a switch in tactics from Frank Lampard last weekend:
Before that, West Ham take on West Brom at the London Stadium from 6pm.
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