Hello @akiko_lim,
Checking the Power Query Timings can be done using Monkeytools add-in from www.excelguru.ca.
There are some detailed explanation in the documentation here
This is a small sample
There is also a thread on the forum for it here : Thread: Monkey Tools
Hope this helps.