https://github.com/pandas-dev/pandas/pull/36567 eliminated fixed rolling window algorithms and unfortunately had a ~3x performance penalty towards rolling min/max. Investigate whether there are performance gains to be had now that we are using the variable algorithms.
Comment From: mroeschke
These benchmarks were from a while ago so probably not entirely relevant anymore. Closing