One of the most notable cover versions of "All by Myself" was recorded by Celine Dion in 1996. It was the fourth (or third, depending on the country) hit single from her album Falling into You. Produced by David Foster at Compass Point Studios in The Bahamas, it was released on October 7, 1996 in Europe, January 13, 1997 in Australia, and March 11, 1997 in North America.
The "All by Myself" single became one of Dion's biggest hits in the United States, reaching number 1 on the Hot Adult Contemporary Tracks (for three weeks) and the Latin Pop Airplay (two weeks). It peaked at number 4 on the Billboard Hot 100 (number 7 on the Billboard Hot 100 Airplay and number 5 on the Hot 100 Singles Sales). It was also a top 10 hit in France, United Kingdom, Wallonia in Belgium and the Republic of Ireland. In Canada, "All by Myself" was released as a promotional single only, hitting number 1 on the Adult Contemporary Chart. "All by Myself" was certified gold in the U.S. (500,000), and silver in the UK (200,000) and France (165,000).