What is the opposite of a male horse?

The opposite of a female horse would be a male horse. A young male horse, under the age of four, is called a colt. An adult male horse, over the age of four, that has not been castrated is called a stallion or a stud. An adult male horse, over the age of four, that HAS been castrated is called a gelding.