Comment by jonhohle

I think more intuitively for speed - you are multiplying the things per period. If I’m making widgets 9x faster I have 9 x the previous number of units per period of time. To get the amount of time, you invert the ratio to period over units.

Multiplying some scale by units per period makes sense and is both linguistically and mathematically sound.