This is a pretty universal phenomenon that boys like playing with boys, and girls like playing with girls.
(Obviously there are always the few boys that like playing with girls and vise versa but this is not the majority)
I am interested in feminist explanations of this. I haven't ever really read it being addressed.
Below is an abstract from one of the many experiments that tests this - it seems to account for gender stereotyping in some way.