At risk of being pedantic, you seem to be using big O to mean “approximately” or “in the order of”, but that’s not what it means at all. Big O is an expression of the growth rate of a function. Any constant value has a growth rate of 0, so O(100k) isn’t meaningful: It’s exactly the same as O(1).