Yeah, I mean, if your workload is oddly shaped it will definitely work better on CPU than GPU. CPUs are easier to get higher utilization on but I feel like they are almost cheating, because maxing out a core is really translating your code to a machine that has weaker performance (die area, etc.) in exchange for it handling some of the complexities of your algorithm.