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Linux is commonly preferred for servers due to its stability, security, flexibility, and the wide range of open-source tools and software available. Windows Server, on the other hand, may be preferred in environments where there is a heavy reliance on Microsoft technologies or applications that are specifically designed to run on Windows platforms.