 That first year they entered the Waco City League and left with a record of 2–3, losing to the Baylor teams and defeating the Waco High teams.The Horned Frogs played basketball in the Southwest Conference from the 1923–24 seasons until the breakup of the conference after the 1995–96 season.During their time in the SWC they won 10 conference titles (1931, 1934, 1951*, 1952, 1953, 1959, 1968, 1971, 1986*, 1987; * denotes shared title).