When should you use Tree of Thoughts instead of chain-of-thought?

Use ToT when the problem benefits from exploring alternatives, when the first approach often fails and backtracking helps, when the solution space is large and structured, or when accuracy matters more than cost and latency. For everyday tasks where one correct answer is obvious, simple CoT is faster and cheaper.