Adjust your swapiness. Comes default at 60. I typically lower it to 10. My personal workstations, I lower it to 0.
Nothing cool or right about swapping when you have RAM available. Unless you like disks turning and burning.
Yeah, the OS knows best, sure. Value of 60 they use is...