Trim any fat off of the thighs. Brush them with half of the oil and season with salt and pepper.
Whisk together the remaining oil, honey, and rosemary.
Grill thighs, flipping once, until almost cooked through (around 150 F). Brush the honey mixture on both sides and grill a little longer until the chicken is done (170 F).