Their nominations were announced on the PFA’s verified Twitter handle on Saturday.
The PFA also announced five players for the Young Player award.
The five players are Kane, Ederson of Manchester City, Fulham’s Ryan Sessegnon, Manchester City duo Sane and Raheem Sterling and Manchester United’s Marcus Rashford.
The PFA Players’ Player of the Year is an annual award given to the player who is adjudged to have been the best of the year in English football.
The award has been presented since the 1973–74 season and the winner is chosen by a vote amongst the members of the players’ trade union, the Professional Footballers’ Association (PFA).