Haskell stands out as a pure functional language, where functions compute values from inputs without side effects. This contrasts sharply with imperative programming, where mutable states can change over time. The discussion highlights the paradigm shift required to embrace functional programming, revealing that useful applications can still be built without traditional assignment statements.