Memory profiling differs from time profiling as it focuses on tracking memory usage rather than time spent. While many profilers prioritize identifying time spent, memory profilers like this one concentrate on analyzing where memory resources are utilized. This distinction is vital in understanding and optimizing memory allocation in software development.