Looks like this really is dependent on how a person cooks. I like to cook from scratch and I like to stock the pantry with staples that have very long shelf-life so, here are the things that I pretty much always have:
flour (high gluten and whole wheat)
Whole grains (wheat berries and 1 or 2 others)
Rolled oats
Nuts (to make nut milks and nut butters, peanuts are still cheaper here than peanut butter so I just grind my own)
Dried fruits and veg (dried myself except for the cranberries which are cheaper dried),
Dried tomato powder
Dried herbs
Spices
cooking oil (canola and olive)
Salt
baking soda
freeze dried yeast
honey
vinegar (lots of plain white distilled and apple cider, then a bottle of something more exotic like raspberry or balsamic)
rice (sushi or jasmine and brown)
sprouting seeds
jams and jellies
tea
coffee
vegetable broth powder