The Italian has been sensational since joining the Blues last summer as he has guided the Pensioners to the top of the Premier League with a seven point lead over second placed Tottenham Hotspurs.
“This kind of award is better to give at the end of the season and I hope to give this award to one of my players, all of my players,” Conte said.
“This season, until now, all my players are playing very well and deserve the best.”
“But it’s important in this case to finish the right way and try to win. Only if you win will people remember you.”
Chelsea are on-course to yet another league title as they head to the London Stadium to face local rivals West Ham on Monday.
Kante is the favourite to win the prestigious POTY with Costa, Hazard, Pedro – all in the running.
Meanwhile, Manchester United’s talisman Zlatan Ibrahimovic is also one of the leading candidate for the award.