multinomial internally uses binomial. While the latter check for overflow, the whole computation of multinomial is not checked for overflow, leading to :
multinomial(150, 150, 150, 150) --> error overflow reported by binomial
multinomial(15, 15, 15, 15) --> no error reported
See also this thread on Discourse.