The $2 million tournament, which will be played Nov. 13-19 at Madison Square Garden, features the top 16 women's singles players and the top eight doubles teams.
Hingis and Davenport have met in the finals of the last two Chase Championships, Hingis winning in 1998 and Davenport last year.