AidenShaw said:64-bit is not faster than 32-bit. It can address more memory, but that can actually cause a slight slowdown.
Don't believe in the "64-bit myth" - unless you have more than 4 GiB of RAM in your 'book, you almost certainly won't benefit from 64-bits!
WHILE This is true and can actually slow down the results because of the way registers are used.... during OS and code testing we found the the opposite results
Using 32 bit code with OS X as our baseline
64 bit code on OS X 3.1% performance gain over baseline
32 bit linux... 32 bit code... 3.8% performance gain over baseline
32 bit code on 64 bit linux 4.9% performance gain over baseline
64 bit code on 64 bit linux 7.9 % performance gain over baseline
Because of these results we are dropping OS X on our cluster and switching to LINUX