Eldridge was born in
Pittsburgh, Pennsylvania and originally played drums, trumpet and tuba. He led bands from his early years, moving to St. Louis, and then to New York. He absorbed the influence of saxophonists
Benny Carter and
Coleman Hawkins, setting himself the task of learning Hawkins 1926 solo on "The Stampede" in developing an equivalent trumpet style. , p410</bgref>
Eldridge played in various bands in New York in the early 1930s, as well as making records and radio broadcasts under his own name. His rhythmic power to swing a band was a dynamic trademark of the jazz of the time. It has been said that
"from the mid-Thirties onwards, he had superseded Louis Armstrong as the exemplar of modern 'hot' trumpet playing" .
Eldridge was very versatile on his horn, not only quick and articulate with the low to middle registers, but the high registers as well. The high register lines that Eldridge employed were one of many prominent features of his playing, another being blasts of rapid
double time notes followed by a return to standard time. These stylistic points were heavy influences on Dizzy Gillespie, who, along with
Charlie Parker, brought bebop into existence. Eldridge participated in some of the early jam sessions at
Minton's Playhouse. A careful listening to BeBop standards, such as the song BeBop, will reveal how much Eldridge influenced this genre of Jazz.
In May 1941 Eldridge joined
Gene Krupa's Orchestra, and was successfully featured with rookie singer
Anita O'Day on a series of recordings including the novelty hit "Let Me Off Uptown". However, Eldridge complained that O'Day was upstaging him and the band broke up after Krupa was jailed for marijuana possession in July 1943. Eldridge then joined
Artie Shaw's band.
In the postwar years, he became part of the group which toured under the
Jazz at the Philharmonic banner. He moved to Paris for a time, before returning to New York, where he worked with Coleman Hawkins,
Ella Fitzgerald and
Earl "Fatha" Hines among others. After a stroke in 1980, he continued performing on other instruments for the remainder of his life.