The difference between a compiler and an interpreter in programming lies in how they process source code. A compiler translates the entire codebase into machine code before execution, which typically results in faster runtime performance. An interpreter, however, translates code line-by-line at runtime, allowing for more flexible and dynamic testing and debugging, albeit with slower execution speeds.