The song is characterized by its "softness" and minimalist production, primarily featuring Ed's voice paired with a gentle acoustic guitar.
“It's a beautiful song. Very sad since he wrote it for a friend who had passed. His voice is so soft too.” Reddit · r/EdSheeran · 11 months ago Autumn Leaves - Ed Sheeran
Many fans consider it a standout for its "sweet simplicity" and emotional depth, often comparing it to his later work on albums like and Autumn Variations . The song is characterized by its "softness" and