The unit you should report
Milliseconds to the interaction, plus the bytes that made it. Two numbers per page is enough to decide what to fix and enough for someone else to reproduce.
Where guesses go wrong
The classic wrong guess is optimizing the biggest file when the slowness is a blocking request. Size and count are different axes and only measurement separates them.