My current high-performance computer is 3 1/2 years old - works great.
You do not NEED the most insane machine made to run Sonar quite comfortably.
You do want to use 7,200 rpm SATA III disks or SSD, but either one is fine, and I would save that while 4 GB will run things, I would recommend starting with 8 GB with an ability to add additional memory as needed, up to either 16 GB or 32 GB.
An AMD quad-core, or even a dual-core running near 4 Ghz, or an Intel i3 or better, with at least 4 GB of memory, and 2 hard drives (one for OS and programs, and the other for sample libraries and Sonar projects), and you should be OK for most projects.
If you end up running into performance problems, adding memory should clear things up, and of course if disk I/O is the issue, then perhaps adding an additional disk and further splitting samples from projects would help.
The above should suffice for folks for starting out, and as noted, you can always improve performance as needed.
Make sure you have a drive dedicated to backups, and that you DO take periodic backups as appropriate for your needs.
Bob Bone