I didn't get the best look at them, but I think by "roulette style" you mean a solid colour chip with no edge spots. Their thickness is the same as any other chip because they need to fit in industry standard racks.
Lots of ways to get solid chips from different materials, with inlays or hot stamps, denominated and non-denominated, and even fully custom.