Baker was born in Dearborn County, Indiana, in 1882. In January 1912 he left Indianapolis on a two-speed Indian and covered in three months, traveling through Florida, down to Cuba and Jamaica, and then to Panama. He took a steamer up to San Diego where he based himself for a while and from there he competed in several endurance runs in both California and Arizona. It was during this time that Baker decided he would attempt to break the transcontinental record. After a record-setting transcontinental drive in 1914, he received his nickname "Cannon Ball" from a New York newspaper writer who compared him to the Cannonball Express train of the Illinois Central made famous by Casey Jones.
Records
Baker set 143 driving records from the 1910s through the 1930s. His first was set in 1914, riding coast to coast on an Indian motorcycle in 11 days. He normally rode to sponsor manufacturers, guaranteeing them "no record, no money". In 1915, Baker drove from Los Angeles to New York City in 11 days, 7 hours and fifteen minutes in a Stutz Bearcat, and the following year drove a Cadillac 8 roadster from Los Angeles to Times Square in 7 days, 11 hours, and 52 minutes, while accompanied by an Indianapolis newspaper reporter. For ReVere, he drove a car that might have been the first work's prototype vehicle on a very extended reliability, endurance, and promotion run. The trip took about four months from June to September 1918, went over 16,234 miles and connected the 48 state capitals. In 1924 he made his first midwinter transcontinental run in a stock Gardner sedan at a time of 4 days, 14 hours, and 15 minutes. He was so impressed by the car, that he purchased one thereafter. In 1926 he drove a loaded two-ton truck from New York to San Francisco in a record 5 days, 17 hours, and 30 minutes, and in 1928, he beat the 20th Century Limited train from New York to Chicago. Also in 1928, he competed in the Mount Washington Hillclimb Auto Race, and set a record time of 14:49.6 seconds, driving a Franklin. His best-remembered drive was a 1933 New York City to Los Angeles trek in a Graham-Paige model 57 Blue Streak 8, setting a 53.5 hour record that stood for nearly 40 years. This drive inspired the later Cannonball Baker Sea-To-Shining-Sea Memorial Trophy Dash, better known as the "Cannonball Run", which itself inspired at least five movies and a television series. In 1941, he drove a new Crosley Covered Wagon across the nation in a troublefree run to prove the economy and reliability characteristics of Crosley automobiles. Other record and near-record transcontinental trips were made in Model T Fords, Chrysler Imperials, Marmons, Falcon-Knights and Columbia Tigers, among others.
Death
Baker died of a heart attack at Community Hospital in Indianapolis, Indiana on May 10, 1960, at age 78. He is buried at Crown Hill Cemetery in Indianapolis.