Linux is most common and widely used operating system in the web hosting industry. It is known for it's flexibility and security as compare to windows operating system and provided by every reliable web hosting service providers worldwide..
Linux operating contains more features which are very important for website owners to manage their websites, so unless you are planning to host a webpage which needs Windows based applications, Linux is the one and only preferred choice.