Rice has accumulated a batting average of .299 for his time in baseball with 620 scored runs and an OPS of .445. In his time spent in pro baseball, he faced a pitcher 4,248 times and got on base with a hit 1,118 times. He has compiled a slugging percentage of .078 and he has a total of 1,574 bases. In his MLB career, Rice has hit 48 baseballs over the fence while driving in 501 runs. He has been struck out 194 times and has gotten a free base on 376 occasions, contributing to a .368 on-base percentage.