Routing substrates, methods of manufacture, and electronic assemblies including routing substrates are described. In an embodiment, a routing substrate includes a metal routing layer including a first set of first wiring traces and a second set of second wiring traces, where first top surfaces of the first wiring traces are characterized by a lower RMS surface roughness (Rq) than the second top surfaces of the second wiring traces.