It's a toss up between brass and powder for me to take the #1 position. It depends on if you are buying quality brass, or cheap brass, or used brass. So that is open for interpretation. I spend most of my time prepping brass. So I would put brass at number 1. Then powder as a close second.
Bulllets are third. Seating depth is fourth. And primers are easily last. Tom.