City have fallen eight points behind leaders Manchester United at the top of the table, but the Italian has not given up hope.
"We have had a great season and need to finish well. Six games to the end – 18 points. Never say never. I will never say we cannot win the league if there is still a chance. That is not me," Mancini told The Sun.
City host United at the Etihad on April 30.