| 1934 | Butterfingers / Infatuation | Charlie Barnet and His Orchestra | | 1 |
| 1934 | I Lost Another Sweetheart / Emaline | Charlie Barnet and His Orchestra | | 2 |
| 1935 | I'm Keeping Those Keepsakes You Gave to Me / Don't Be Afraid to Tell Your Mother | Charlie Barnet and His Orchestra | | 1 |
| 1935 | Fare Thee Well, Annabelle / Nagasaki | Charlie Barnet and His Orchestra | | 1 |
| 1936 | It's Love I'm After / You Do the Darndest Things, Baby | Charlie Barnet and His Orchestra | | 1 |
| 1936 | Sing, Baby, Sing / The Milkmen's Matinee | Charlie Barnet and His Orchestra | | 1 |
| 1936 | Did You Mean It? / Floatin' Down to Cotton Town | Charlie Barnet and His Orchestra / Wingy Manone and His Orchestra | | 1 |
| 1936 | Empty Saddles / I'm an Old Cow-Hand | Charlie Barnet and His Orchestra | | 1 |
| 1936 | Rainbow on the River / I've Got Something in My Eye | Charlie Barnet and His Orchestra / Amanda Randolph and Her Orchestra | | 1 |
| 1936 | The Swing Waltz / Cross Patch | Charlie Barnet and His Orchestra | | 2 |
| 1937 | He Walked Right In / A Sailboat in the Moonlight | Charlie Barnet and His Orchestra | | 1 |
| 1937 | Love Is a Merry-Go-Round / The First Time I Saw You | Charlie Barnet and His Orchestra | | 1 |
| 1937 | Shame on You / If You’re Ever in My Arms Again | Charlie Barnet and His Orchestra | | 1 |
| 1937 | Surrealism / Overheard in a Cocktail Lounge | Charlie Barnet and His Orchestra | | 1 |
| 1939 | Some Like It Hot / Class Will Tell | Charlie Barnet and His Orchestra | | 1 |
| 1939 | Strange Enchantment / Only a Rose | Charlie Barnet and His Orchestra | | 1 |
| 1939 | Midweek Function / I Never Knew | Charlie Barnet and His Orchestra | | 2 |
| 1939 | Ebony Rhapsody / Lament for a Lost Love | Charlie Barnet and His Orchestra | | 1 |
| 1939 | Cherokee / (Stay Up "Stan") The All Night Record Man | Charlie Barnet and His Orchestra | | 4 |
| 1939 | Ogoun Badagris (Voodoo War God) / The Right Idea | Charlie Barnet and His Orchestra | | 1 |
| 1939 | Asleep or Awake / S’posin’ | Charlie Barnet and His Orchestra | | 1 |
| 1939 | A New Moon and an Old Serenade / The Gal From Joe's | Charlie Barnet and His Orchestra | | 1 |
| 1939 | Cuban Boogie Woogie / Two Hearts Are Better Than One | Charlie Barnet and His Orchestra | | 1 |
| 1939 | For Tonight / What's New? | Charlie Barnet and His Orchestra | | 2 |
| 1939 | In a Mizz / Night Song | Charlie Barnet and His Orchestra | | 1 |
| 1939 | I Get Along Without You Very Well (Except Sometimes) / I'm Prayin' Humble | Charlie Barnet and His Orchestra | | 1 |
| 1939 | It Must Have Been Two Other People / Danger in the Dark | Charlie Barnet and His Orchestra | | 1 |
| 1939 | Jump Session / Swing Street Strut | Charlie Barnet and His Orchestra | | 2 |
| 1939 | Love Grows on the White Oak Tree / The Last Jump (A Jump to End All Jumps) | Charlie Barnet and His Orchestra | | 2 |
| 1939 | Lazy Bug / Miss Annabelle Lee | Charlie Barnet and His Orchestra | | 1 |
| 1939 | Lilacs in the Rain / The Girl With the Pigtails in Her Hair | Charlie Barnet and His Orchestra | | 1 |
| 1939 | Night Glow / A Lover Is Blue | Charlie Barnet and His Orchestra | | 1 |
| 1939 | Scotch and Soda / Echoes of Harlem | Charlie Barnet and His Orchestra | | 3 |
| 1939 | Somebody Told Me/ Between 18th and 19th on Chestnut Street | Charlie Barnet and His Orchestra | | 1 |
| 1939 | Still the Bluebird Sings / An Apple for the Teacher | Charlie Barnet and His Orchestra | | 1 |
| 1939 | The Duke's Idea / The Count's Idea | Charlie Barnet and His Orchestra | | 3 |
| 1940 | 720 in the Books / So Far, So Good | Charlie Barnet and His Orchestra | | 2 |
| 1940 | Afternoon of a Moax / Wanderin' Blues | Charlie Barnet and His Orchestra | | 2 |
| 1940 | Wild Mab of the Fish Pond / Night and Day | Charlie Barnet and His Orchestra | | 1 |
| 1940 | I Hear a Rhapsody / The Moon Is Cryin' for Me | Charlie Barnet and His Orchestra | | 1 |
| 1940 | Redskin Rhumba / Southern Fried | Charlie Barnet and His Orchestra | | 4 |
| 1940 | The Sergeant Was Shy / Ring Dem Bells | Charlie Barnet and His Orchestra | | 1 |
| 1940 | And So Do I / It's the Last Time I'll Fall in Love | Charlie Barnet and His Orchestra | | 1 |
| 1940 | All This and Heaven Too / Where Do You Keep Your Heart? | Charlie Barnet and His Orchestra | | 1 |
| 1940 | At a Dixie Roadside Diner / That's for Me | Charlie Barnet and His Orchestra | | 1 |
| 1940 | A Lover's Lullaby / You've Got Me Voodoo'd | Charlie Barnet and His Orchestra | | 1 |
| 1940 | Comanche War Dance / Tappin' at the Tappa | Charlie Barnet and His Orchestra | | 1 |
| 1940 | Castle of Dreams / You've Got Me Out on a Limb | Charlie Barnet and His Orchestra | | 1 |
| 1940 | Clap Hands, Here Comes Charlie / Southland Shuffle | Charlie Barnet and His Orchestra | | 1 |
| 1940 | From Another World / Ev'ry Sunday Afternoon | Charlie Barnet and His Orchestra | | 1 |
| 1940 | I Don't Want to Cry Anymore / Pompton Turnpike | Charlie Barnet and His Orchestra | | 3 |
| 1940 | Isola Bella / Whatcha Know Joe | Charlie Barnet and His Orchestra | | 1 |
| 1940 | It's a Wonderful World / Busy as a Bee | Charlie Barnet and His Orchestra | | 1 |
| 1940 | Leapin' at the Lincoln / Dark Avenue | Charlie Barnet and His Orchestra | | 1 |
| 1940 | No Name Jive | Charlie Barnet and His Orchestra | | 2 |
| 1940 | Night After Night After You / Now You Know | Charlie Barnet and His Orchestra | | 1 |
| 1940 | Peaceful Valley / Reminiscing | Charlie Barnet and His Orchestra | | 1 |
| 1940 | Rockin' in Rhythm / The Reverie of a Moax | Charlie Barnet and His Orchestra | | 1 |
| 1940 | Six Lessons From Madame La Zonga / Lament for May | Charlie Barnet and His Orchestra | | 1 |
| 1940 | Tangleweed 'round My Heart / Flying Home | Charlie Barnet and His Orchestra | | 1 |
| 1940 | The Fable of the Rose / The Breeze and I | Charlie Barnet and His Orchestra | | 2 |
| 1940 | Thank Your Stars / I Kinda Like You | Charlie Barnet and His Orchestra | | 1 |
| 1940 | Wings Over Manhattan | Charlie Barnet and His Orchestra | | 1 |
| 1940 | Where Was I? / 'Deed I Do | Charlie Barnet and His Orchestra | | 1 |
| 1940 | You and Who Else? / When the Spirit Moves Me | Charlie Barnet and His Orchestra | | 2 |
| 1940 | You're Lonely and I'm Lonely / Fools Fall in Love | Charlie Barnet and His Orchestra | | 1 |
| 1941 | These Things You Left Me / He's a Latin From Staten Island | Charlie Barnet and His Orchestra | | 1 |
| 1941 | Scrub Me Mama, With a Boogie Beat / I Can't Remember to Forget | Charlie Barnet and His Orchestra | | 1 |
| 1941 | You Talk Too Much / Merry-Go-Round | Charlie Barnet and His Orchestra | | 1 |
| 1941 | Afraid to Say Hello / Conga Del Moaxo | Charlie Barnet and His Orchestra | | 1 |
| 1941 | Blues in the Night / Isle of Pines | Charlie Barnet and His Orchestra | | 1 |
| 1941 | Consider Yourself Kissed / Little John Ordinary | Charlie Barnet and His Orchestra | | 1 |
| 1941 | Good-For-Nothin' Joe / Charleston Alley | Charlie Barnet and His Orchestra | | 1 |
| 1941 | Haunted Town / Buffy Boy | Charlie Barnet and His Orchestra | | 1 |
| 1941 | Harmony Haven / Blue Juice | Charlie Barnet and His Orchestra | | 1 |
| 1941 | I'll Remember April / I'm Coming Virginia | Charlie Barnet and His Orchestra | | 1 |
| 1941 | Leapin' at the Lincoln / Wanderin' Blues | Charlie Barnet and His Orchestra | | 1 |
