10.
1921-22 season: (Then called the Toronto St. Patricks) lost in one-game NHL Finals by a score of 7-0.
1924-25: (Toronto St. Patricks) lost one-game finals 5-2 to the Montrael Canadiens.
1932-33: (called Toronto Maple Leafs) lost Finals series to the New York Rangers, 3-1.
1934-35: lost series to the Montrael Maroons, 3-0.
1935-36: lost series to the Detroit Red Wings, 3-1.
1937-38: lost series to the Chicago Black Hawks, 3-1. (not called Blackhawks until 1987)
1938-39: lost series to the Boston Bruins, 4-1.
1939-40: lost series to the New York Rangers, 4-2.
1958-59: lost in series to the Montreal Canadiens, 4-1.
1959-60: lost in series to the Montreal Canadiens, 4-0.
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