DeepSeek-Math-V2 is a specialist — it lives and breathes mathematical reasoning, handling everything from algebra to advanced proof-writing with notable precision. It applies chain-of-thought reasoning naturally, showing its work in a way that makes intermediate steps legible. Outside of math-heavy tasks, its general-purpose capabilities are more limited, so it performs best when the problem involves numbers, logic, or formal reasoning.