"Miss You" debuted at number 55 on the "Billboard" Hot 100 chart. It then reached number three. It was the eighth best-song of that year for the Hot 100. It was the third best-song of that year on the Hot R&B/Hip-Hop Songs chart. In the week of November 22, 2008, "Miss You" debuted at number 38 on the Top Ringtone chart. This marked its fifth year since it was first released.