Yes, they cook much faster, and the cook times would have to be adjusted. These chicken thighs are smoked at 225 degrees F for about 1 hour and 15 minutes. I would smoke bone-in chicken thighs at 250 degrees F for about 2-1/2 hours or so until the internal temperature reaches 165 degrees F in the thickest part of the thighs.