About 5-10 seconds. Have a system I built in January, 4ghz dual core wolfdale... though i'm pretty sure RTW only uses single core.

The system I replaced was a P4-3.4ghz machine w/ 1 gig of ram.. about 30-45 seconds per turn on that one.