This page lists the song chart entries of Charlie Barnet.  The songs are listed with the most widely successful first.
  
    
      | # | Artist | Song Title | Year | Chart Entries | 
| 1 | Charlie Barnet | Where Was I? | 1940 | US Billboard 1 - 1940 (10 weeks), US 1940s 6 - Jul 1940 (1 week), US invalid BB 18 of 1940, POP 21 of 1940, DDD 70 of 1940 | 
| 2 | Charlie Barnet | Cherokee | 1939 | Grammy Hall of Fame in 1998 (1939), Your Hit Parade 13 of 1939, US Billboard 15 - 1939 (3 weeks), nuTsie 35 of 1930s, RYM 19 of 1939 | 
| 3 | Charlie Barnet | I Hear A Rhapsody | 1941 | US Billboard 2 - 1941 (16 weeks), US 1940s 2 - Jan 1941 (11 weeks), Your Hit Parade 15 of 1941 | 
| 4 | Charlie Barnet | Pompton Turnpike | 1940 | US Billboard 3 - 1940 (13 weeks), US 1940s 3 - Oct 1940 (6 weeks), DDD 19 of 1940 | 
| 5 | Charlie Barnet | Skyliner | 1944 | Peel list 2 of 1944, US Billboard 19 - Mar 1945 (1 week) | 
| 6 | Charlie Barnet | Washington Whirligig | 1943 | US Billboard 20 - 1943 (1 week), DDD 81 of 1943, RYM 22 of 1943 | 
| 7 | Charlie Barnet | It's a Wonderful World | 1939 | US Billboard 8 - 1940 (4 weeks), Jazz Standard 778 | 
| 8 | Charlie Barnet | Cement Mixer (Put-ti Put-ti) | 1946 | US Billboard 13 - Jun 1946 (2 weeks), DDD 73 of 1946 | 
| 9 | Charlie Barnet | Sing Baby Sing | 1936 | US Billboard 6 - 1936 (5 weeks) | 
| 10 | Charlie Barnet | Oh! Miss Jaxson | 1943 | DDD 52 of 1943, RYM 22 of 1943 | 
| 11 | Charlie Barnet | Lilacs in the Rain | 1939 | US Billboard 8 - 1939 (5 weeks) | 
| 12 | Charlie Barnet | Did You Mean It? | 1936 | US Billboard 10 - 1936 (4 weeks) | 
| 13 | Charlie Barnet | The Gal From Joe's | 1939 | US Billboard 13 - 1939 (3 weeks) | 
| 14 | Charlie Barnet | Bye Bye Baby | 1936 | US Billboard 16 - 1936 (2 weeks) | 
| 15 | Charlie Barnet | Knockin' at the Famous Door | 1939 | US Billboard 15 - 1939 (1 week) | 
| 16 | Charlie Barnet | For Tonight | 1939 | US Billboard 15 - 1939 (3 weeks) | 
| 17 | Charlie Barnet | 6 Lessons From Madame La Zonga | 1940 | US Billboard 11 - 1940 (1 week) | 
| 18 | Charlie Barnet | From Another World | 1940 | US Billboard 14 - 1940 (1 week) | 
| 19 | Charlie Barnet | All This & Heaven Too | 1940 | US Billboard 14 - 1940 (3 weeks) | 
| 20 | Charlie Barnet | Between 18th & 19th on Chestnut Street | 1940 | US Billboard 16 - 1940 (2 weeks) | 
| 21 | Charlie Barnet | Redskin Rhumba | 1940 | US Billboard 18 - 1940 (2 weeks) | 
| 22 | Charlie Barnet | Night & Day | 1940 | US Billboard 24 - 1940 (1 week) | 
| 23 | Charlie Barnet | Whatcha Know, Joe? | 1941 | US Billboard 19 - 1941 (1 week) | 
| 24 | Charlie Barnet | Southern Fried | 1941 | US Billboard 20 - 1941 (1 week) | 
| 25 | Charlie Barnet | Afraid to Say Hello | 1941 | US Billboard 23 - 1941 (1 week) | 
| 26 | Charlie Barnet | Charleston Alley | 1941 | US Billboard 24 - 1941 (1 week) | 
| 27 | Charlie Barnet | I Don't Want Anybody at All | 1944 | US Billboard 27 - Dec 1944 (1 week) | 
| 28 | Charlie Barnet | Rockin' in Rhythm | 1940 | Song of 1940 | 
| 29 | Charlie Barnet | Any Old Time | 1942 | RYM 89 of 1942 |