One of the biggest factors is friction, both between the gear teeth, and within the oil itself (lubricants, like any fluid, have internal friction that manifests as resistance to flow). Friction increases exponentially with rpms, so going from 1000 rpm to 2000 rpm is four times the friction, not twice the friction.