No, the orange light means the charge is between 20% and 50%. It's a reminder to recharge soon.
When the charge falls below 50%, the ring turns orange. Below 20%, it turns solid red. Below 5%, it blinks red before powering off. Recharge it as soon as you see orange for best results.