When ready to cook, remove the chicken from the marinade, drain off the excess, and discard the remaining marinade.
Preheat your smoker to a temperature of 225-250°F (107-121°C). I used a Traeger pellet grill for this recipe.
Place the chicken thighs directly on the smoker grates, leaving some space between them for even airflow and smoke circulation.
Close the smoker and let the chicken thighs smoke for approximately 1½ hours or until they reach an internal temperature of 165°F (74°C) when measured with a meat thermometer inserted into the thickest part of the meat. Thighs vary in size, resulting in varying smoke times.
During the smoking process, you can baste the chicken thighs during the last 5-10 minutes of smoking.
Once the chicken thighs reach the desired temperature, carefully remove them from the smoker and transfer them to a cutting board.
Allow the chicken thighs to rest for 5-10 minutes to retain their juices and ensure tenderness.
Serve with BBQ sauce and your favorite side dishes.