Some people shared their stats in this thread from last year:
Most the kids accepted at Rice have pretty high stats. I personally think the biggest key to admission is expressing why exactly Rice is a good fit for you personally.
My daughter was accepted in the RD round and just graduated. It was a great experience for her!