Uh, yes. This is a well-established fact.
Women have two X chromosomes, both of which get used [1], and men only have one. So this should be your baseline expectation. In women, that genetic information used to construct the brain, gets, loosely speaking, averaged together.
It is of course also consistent with every empirical observation. E.g. the on the math SAT, 1.6x as many men score 700-800, 2x as many men score 800, despite the fact that the school system is biased against boys. And on grade school and high school math contests (such as the AMC, the AIME), the male/female ratio increases more and more the higher the scores go, up to 89% male before sample size was too small for me to get a read on the proportion. Of the top 10 Jeopardy champions, 9 out of 10 are male.
[1] that both X chromosomes get used as they do in the rest of the body is something you wouldn't want to just assume -- among various ways to verify this, see https://www.nytimes.com/2014/01/21/science/seeing-x-chromoso...