Disclosed herein are quantum dot devices, as well as related computing devices and methods. For example, in some embodiments, a quantum dot device may include: a quantum well stack including a quantum well layer; a plurality of gates disposed above the quantum well stack, wherein at least two of the gates are spaced apart in a first dimension above the quantum well stack, at least two of the gates are spaced apart in a second dimension above the quantum well stack, and the first and second dimensions are perpendicular; and an insulating material disposed above the quantum well stack, wherein the insulating material extends between at least two of the gates spaced apart in the first dimension, and the insulating material extends between at least two of the gates spaced apart in the second dimension.