This is a pretty good article How The FAFSA Differs For Grad School – Forbes Advisor
My kid did master’s as part of a PhD program in music so was funded for both, with free tuition, free health insurance and a stipend (for TA duties and later teaching). Money guided some of their decisions for sure.