Phi 4 Reasoning is Microsoft's compact model built specifically around structured, step-by-step thinking. It works through problems methodically, making its reasoning chain visible and traceable rather than jumping to conclusions. The trade-off is a narrower focus — it's a text-only model with a 32k context window, so it won't handle multimodal tasks or very long documents.