Use Grundy numbers when the problem involves multiple independent games combined. The Grundy number of combined games is the XOR of individual Grundy numbers. This is effective for Nim-like problems where you have several game instances running simultaneously.
Compute each Grundy number, XOR them, and check if the result is zero. For simple win/loss problems on a single graph, basic backward induction is simpler than computing Grundy numbers.