The time it takes to smoke chicken thighs will vary depending on how big your chicken pieces are. These chicken thighs are smoked at 225 degrees Fahrenheit for the first hour and then 300 degrees Fahrenheit for the second hour and a half. Your chicken is done when the internal temperature reaches 185 degrees.