Hi Francisco, What is the generative process for the data submitted to the benchmark ? Because if I understood correctly, stat sort is supposed to outperform in quite specific distribution patterns. If you benchmark on other distributions, I would actually take it as a stress tests for stat sort, and a good thing that the difference in performance is minimal. The next question would be “what data distribution could maximize statsort perfs while minimize other algos perfs” and then benchmark on that distribution. As suggested before, a mixture of k Gaussian distributions could be a fair judge (but that would require investigating k, mu_k and sigma_k). I haven’t seen that in the presented benchmarks but maybe I misunderstood :) Apologies if I did, Best wishes, Arnaud