Survival of the Fittest is a jazz composition by Herbie Hancock, written for his 1965 Blue Note album Maiden Voyage. The piece stands apart from the album's other tracks through its extended, freely structured form that blends composed thematic material with open improvisation. Angular horn lines and cyclical melodic patterns build tension over a rhythmic foundation that shifts between swing and martial accents, creating a sense of constant motion and urgency. Hancock described the composition in the album's liner notes as evoking the constant struggle for survival of sea creatures in a water jungle of pursuit and danger, fitting the record's broader oceanic concept. The harmony draws from Hancock's exploratory vocabulary, mixing modal and chromatic elements without rigid functional resolution, giving soloists expansive space to develop ideas across the piece's nearly ten-minute duration. The composition alternates between collective group interplay and extended individual spotlights, following in the tradition of Hancock's earlier free-form piece The Egg in its emphasis on spontaneous expression within a loose compositional framework. Within Hancock's catalog, Survival of the Fittest represents his mid-1960s movement toward challenging harmonic landscapes that balanced beauty with experimentation, reflecting influences from Duke Ellington, free jazz, and impressionist composers. The piece remains a deep cut in the jazz repertoire rather than a widely performed standard, but it is valued for its daring integration of structured composition and collective improvisation.