The 2021 Rice Owls baseball team represented Rice University in the sport of baseball for the 2021 college baseball season. The Owls competed in Division I of the National Collegiate Athletic Association (NCAA) and in Conference USA West Division. They played their home games at Reckling Park in Houston, Texas. The team was coached by Matt Bragga, who was in his third season with the Owls.