Robots don't need oxygen, food, or return trips. Send humanoids to build habitats and infrastructure first, then humans arrive to a ready-made base instead of dying in dust storms.
Robots can mine local regolith and 3D-print nonstop without breaks, prepping way cheaper than hauling everything.