During their seven-year skein as kings of the Texas League, the Panthers won over 100 games five times – with records of 108–40 (.730) in 1920, 107–51 (.677) in 1921, 109–43 (.717) in 1922, 109–41 (.727) in 1924, and 103–48 (.682) in 1925. In 1926, the Panthers fell to third and Atz would not win another pennant until 1939, with Henderson in the Class C East Texas League, three levels below the Texas League.
The Panthers' seven-year reign as champions of the Texas League is highlighted by their consistent over 100 wins and subsequent decline to third place in 1926. Atz's lack of further pennant victories until 1939, coupled with Henderson's lower league status in 1926, adds context to this period.