Your question is Hash Map vs Balanced Tree. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Compare the efficiency of using a hash map versus a balanced tree for this specific data retrieval task.