The old New Oriental started with TOEFL, with an old brand and many famous teachers. I used to go to the New Oriental School at the back door of Fudan University to take TOEFL, and I felt good. Except for the small number of people who signed up, 300 to 400 people were always crowded into a classroom.
Other schools such as Only are also very competitive. Shanghai recommends these two.