Not all items displaying

I am new to this, so bear with me... I set up a filterable query and selected my post type and taxonomies. When I go to the page, not all the posts show up in each category. Sometimes it filters 1 or two, I refresh, and none show up. I'm trying to pinpoint the source of the inconsistencies. Any insights would be appreciated. Thank you.