We recommend using boneless chicken thighs because it helps the marinade penetrate better. However, if you prefer, you can definitely use bone in chicken thighs, but we highly recommend allowing the chicken to marinate overnight and of course increase the cook time to 15 to 25 minutes in the air fryer or until cooked or 25 to 35 minutes in the oven or until cooked.