Racing at age two under future Hall of Fame trainer Sunny Jim Fitzsimmons, Granville won one of seven starts with his most noteworthy finish in a major race coming in the Champagne Stakes, in which he finished third.
1936: three-year-old season
The following year, in the run-up to the 1936 Kentucky Derby, Granville finished a strong second to Teufel in the Wood Memorial Stakes. In the Derby, won by Bold Venture, shortly after the start Granville threw jockey James Stout and as such finished last in the fourteen-horse field. He then finished second by a nose to Bold Venture in the Preakness Stakes. In the Belmont Stakes in June, he won by a nose in a photo finish from Mr. Bones.[1] Granville also won the 1936 Arlington Classic at 1+1⁄4 miles (2.0 km) plus much longer races, such as the 1+5⁄8 miles (2.6 km) Lawrence Realization Stakes, and he defeated the great Discovery by eight lengths in the 1+3⁄4-mile (2.8 km) Saratoga Cup. He was named American Horse of the Year in a poll of journalists conducted by Turf and Sport Digest magazine.[2]
Stud record
Retired from racing after an ankle injury, Granville finished the year with seven wins and three seconds in his eleven starts and was voted U.S. Champion 3-Yr-Old Colt and the most prestigious honor in American Thoroughbred racing, Horse of the Year. Sent to horse breeding duty at his owners' stud farm, he was less than successful as a sire, with his last issue foaled in 1949.