HFT would love to do more complex calculations for some of their trades. They often make the compromise of using a faster algorithm that is known to be right only 60% of the time vs the better but slower algorithm that is right 90% of the time.

That is a different problem from yours though and so it has different considerations. In some areas I/O dominates, in some it does not.