Prewitt was a Fellow of the Japan Society for the Promotion of Science in 1983. He was the vice president and president of the Mineralogical Society of America in 1983 and 1984, respectively. He was awarded the Roebling Medal from the Mineralogical Society of America in 2003. He received the inaugural Medal for Excellence from the International Mineralogical Association in 2008.