The Yankees announced their rotation on Thursday, one day after defeating the Cleveland Indians in Game 5 of the AL Division Series.
Right-hander Luis Severino will start Saturday's Game 2 in Houston. Left-hander CC Sabathia will start Game 3 when the series moves to New York, and right-hander Sonny Gray will pitch Game 4.
Tanaka pitched a stellar outing in Game 3 of the ALDS against the Indians when the Yankees were facing elimination. He allowed three hits and struck out seven in seven scoreless innings in a 1-0 victory.
Tanaka was 13-12 with a 4.74 ERA in 30 regular-season starts.