In previous tournaments the likes of Harry Kane, Thomas Müller, Miroslav Klose, Ronaldo, and Gary Lineker have ended up on top of the goals table.
As we approach the end of the group stage, here’s who the bookies fancy to join that roll-call of footballing sharp shooters in Qatar.
1. Kylian Mbappe
France's Kylian Mbappe already has three goals at the tournament and is the 12/5 favourite to win the Golden Boot. At the last World Cup Mbappé became the youngest French player to score at a World Cup, and finished as the joint second-highest goalscorer as France won the tournament. He also won FIFA World Cup Best Young Player and French Player of the Year for his performances. Photo: Matthias Hangst
2. Lionel Messi
One of the best players ever to step onto a football pitch, Lionel Messi has scored two for Argentina already this world cup. He's 15/2 to end up top of the goals table this year. Photo: Pool
3. Richarlison
Brazil's Richarlison is another player who has struck twice so far - and whose team are safely into the knockout phase. He's 17/2 third favourite to be the top scorer in Qatar. Photo: Atsushi Tomura
4. Cody Gakpo
Cody Gakpo, the Netherlands' top scorer with three goals, could get more - if his team get far enough into the tournament to give him the chance. He's 17/2 for the Golden Boot. Photo: Stuart Franklin