Glimepiride starts reducing blood sugar levels in about 2-3 hours after a single dose. The effectiveness of the medicine can last for up to 24 hours. If Glimepiride stops working after some time, your doctor may increase the dose or add another diabetic drug such as metformin to your treatment plan.