Mine's pretty accurate (compared to the temp reported by the radio for the entire metro area). I do notice that if the car sits for a while, the temp is a few degrees higher (not as much as 10F though). Makes sense since sitting in the sun will cause the car to bake. It comes back down after a mile or so of driving. If your temp reading is consistently ten over, it needs to be recalibrated or replaced.