The trio of Pierre-Emerick Aubameyang (Arsenal), Mohammed Salah (Liverpool) and Sadio Mane (Liverpool), have emerged joint-winners of the Golden Boot this season with 22 goals each.
Aubameyang struck twice on the last day, as the Gunners won 3-1 away to Burnley.
Mane also netted a brace, as Liverpool saw off Wolves 2-0, but failed to snatch the Premier League title from Manchester City.
Salah, who only returned to action after recovering from a head injury, endured a quiet afternoon in front of goal.
See EPL top-25 highest goal scorers after Week 38:
22 goals: Pierre-Emerick Aubameyang (Arsenal), Sadio Mane (Liverpool), Mohamed Salah (Liverpool).
21 goals: Sergio Aguero (Manchester City).
18 goals: Jamie Vardy (Leicester City).
17 goals: Harry Kane (Tottenham Hotspur), Raheem Sterling (Manchester City).
16 goals: Eden Hazard (Chelsea).
14 goals: Callum Wilson (Bournemouth).
13 goals: Alexandre Lacazette (Arsenal), Paul Pogba (Manchester United), Gylfi Sigurdsson (Everton), Richarlison (Everton), Raúl Jiménez (Wolves), Glenn Murray (Brighton).
12 goals: Roberto Firmino (Liverpool), Romelu Lukaku (Manchester United), Heung-min Son (Tottenham Hotspur), Luka Milivojevic (Crystal Palace), Ayoze Perez (Newcastle)
11 goals: Joshua King (Bournemouth), Aleksandar Mitrovic (Fulham), Ashley Barnes (Burnley)
10 goals: Marcus Rashford (Manchester United), Leroy Sané (Manchester City).