In my experience, both lines are pretty much compatible sizewise, even though I find most of the WF products somewhat softer and rougher in the detail. But only slightly so.
However both have different systems for attaching the heads (nubs on the one and angled, flat necks on the other), which means you need to do some slight putty work to get the heads to fit properly.
Other than that, I'd say go for it...