I need advice on choosing an ubuntu or windows server

A developer friend and I argued that the Ubuntu server would be more secure than the Windows server, however, I think that for simple websites without many complications such as Payment, shopping cart, etc., using Windows is enough.
My friend and I are developing a video download website. I think the current Windows server is relatively well-secured, am I wrong?