May have to do with animals in general and horses in particular being basically exclusively girl toys any time after very small age. Animals themed things are significantly less likely to be gifted to little boys. It is not as gendered as cars and boy liking animals is not "shameful", but still treated in pretty gendered way anyway.

The result of mostly girls hobby riding might just naturally follow from that.