Check out the 50 best-selling music artists of all time in the US by album sales: The Beatles — 183 million units. Garth Brooks — 157 million units. ... Elvis Presley — 146.5 million units. ... Eagles — 120 million units. ... Led Zeppelin — 112.5 million units. ... Michael Jackson — 89 million units. ... Billy Joel — 85 million units. ... More items... Nov 19, 2022