C# generally outperforms Python in execution speed and memory management due to its compiled nature and strong typing. It also handles multithreading efficiently with features like the Task Parallel Library. Python, while slower and more memory-intensive, excels in rapid development and flexibility thanks to its simple syntax and dynamic typing. For performance-critical applications, C# is often preferred, while Python is favored for quick development and ease of use.