Agreed on the benchmarks – that's the next (and last) part on the list I'm going to do with this series.
And yes, of course, at some point, constant factors break into applications. Would it be better if add in a short comment on "practically O(1) for non-HPC applications", or would you phrase it differently to give it better context?