After a mixed start, Conte has made his mark on Chelsea, guiding the Blues to the top of the Premier League after eight straight victories, including wins against title rivals Tottenham Hotspur and Manchester City in their last two matches.
The Old Lady had been without a scudetto since 2006 before Conte's appointment and goalkeeper Buffon has been impressed by his impact at Stamford Bridge.
"It doesn't surprise me at all that Chelsea are top of the Premier League. He [Conte] is a winner, he doesn't do second place," the Italy international told Fox Sports.
"I am sure behind the scenes he has privately been getting players into line."
Like title rivals Liverpool, Chelsea are without European football this season and Buffon believes that will give the Blues an advantage as the campaign progresses.
"They have a great chance in the league. Not only do they have one of the best coaches in Europe - but not competing in Europe they have a week between games which is going to help them a lot as the season goes on."