I am new to programming in general so please keep that in mind when you answer my question.
I have a program that takes a large 3D array (1 billion elements) and sums up
My gut says you'll see modest improvements. However, predicting the results of optimizations is a notoriously error prone affair.
Try it and benchmark the results.