The Liverpool trio feature on a 30-man shortlist for the annual accolade, which recognises the best Brazilian playing in Europe.
Firmino won the 2018 edition ahead of Real Madrid's Marcelo and Neymar of Paris Saint-Germain.
The recipient of this year's prize will be determined by a poll of VIPs, journalists and fans. Click here to vote for your top three now.