Hi Scipy, A couple of weeks ago, I submitted two PRs to improve the performance of scipy.stats.binned_statistic. These are both quite small (fewer than 25 lines combined) and greatly improve the benchmark performance. If anyone has time to review, that would be great! https://github.com/scipy/scipy/pull/14625 https://github.com/scipy/scipy/pull/14629 Best, Teddy