Ederson won the award with 16 clean sheets in 2019/20 and has already matched that total this term, largely thanks to an incredible run of 11 shutouts in 12 matches between November and February.
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While he is two behind Ederson in the standings, the Argentinian has two matches in hand, so the pair's head-to-head at Villa Park during the end-of-season run-in could be crucial.
Similarly, Mendy has made an immediate impact in his first season with Chelsea, matching Martinez’s 14 shutouts.
That is particularly impressive given the Senegal international had to wait until October for his PL debut, arriving from Rennes late in the summer transfer window and only making 24 PL appearances so far this season.
Mendy has one match in hand over Ederson so, like Martinez, he will be particularly keen to come out on top when his side face Man City in May.
While the battle for the Golden Glove is a high-quality affair, Petr Cech looks likely to keep the outright record of 24 shutouts in a season, achieved with Chelsea in 2004/05. But that target could yet be matched by Ederson and Martinez.
Part 1: Golden Boot: Kane and Salah lead pack with an eye on treble
Part 2: Golden Boot race: How the contenders compare
Part 4: Golden Glove battle: How the contenders compare
Part 5: Playmaker award: Kane targeting rare double
Part 6: Playmaker award: How the contenders compare