Not in every scenario. But as a rule of thumb, test before you perform a split operation in a production environment.
We migrated from SQL Server 2005 X86 to SQL Server 2008 R2 X64 a couple of weeks ago. The new hardware has twice as much RAM, much better I/O and CPU power to spare. I have discussed about the first issues we encountered with Hyper-Threading enabled here.