The league featured teams based in Arkansas and Texas.
Partway through the year, the Paris club moved to Hope, Arkansas, making it the only non-Texas city to be represented in the league.
[1] Dode Criss and Clyde Milan played in the league that year.
Reformed in 1907, the North Texas League featured the Corsicana Oilers/Desperados of Corsicana, Paris Athletics, Greenville Hunters and Terrell Red Stockings of Terrell.
Corsicana finished first in the league with a 38–21 record, while Paris was 36–23, Greenville was 24–35 and Terrell was 18–38.