The author prefers Scheme over Haskell for its simplicity, flexibility, and ease of use, despite Haskell's mathematical beauty and innovations. Scheme's REPL and macro system allow for fast prototyping, debugging, and development, making it the author's "sweet spot" for good developer experience.