As a former Windows/C++/C# dev who has been working on linux for five years now, I have never automatically assumed Windows was slower than linux. The main advantages of linux over windows are not in the performance area, imo, but in any case I think you'd have to average a lot of runs to make sure of getting reasonably meaningful numbers from an ec2 instance.
