"Autumn in New York" is a jazz standard and popular song composed by Vernon Duke in Westport, Connecticut in the summer of 1934. It was written without a commission or for a specific show, but was offered by Duke to producer Murray Anderson for his Broadway musical Thumbs Up! which opened on December 27, 1934 (and closed in May 1935) and was performed by J. Harold Murray. Many versions of the song have been recorded over the years by numerous musicians and singers. The only version to achieve chart success as a single in the USA was that by Frank Sinatra which reached No. 27 in 1949.

Jazz versions have been performed by Charlie Parker, Billie Holiday, Bing Crosby, Stan Kenton, Sarah Vaughan, Sheila Jordan, Bill Evans, Tal Farlow, Ahmad Jamal, Salvador Sobral, Al Haig, Diana Krall, and a duet version by Scottish singers Todd Gordon and Carol Kidd. The song was also recorded by Jo Stafford, and by Louis Armstrong and Ella Fitzgerald as a duet.