Judge Rice may refer to:

Ben Herbert Rice Jr. (1889–1964), judge of the United States District Court for the Western District of Texas Eugene Rice (1891–1967), judge of the United States District Court for the Eastern District of Oklahoma Stephen E. Rice (1905–1958), judge of the United States Tax Court Thomas O. Rice (born 1960), judge of the United States District Court for the Eastern District of Washington Walter Herbert Rice (born 1937), judge of the United States District Court for the Southern District of Ohio

See also Justice Rice (disambiguation)