The TutorMoments benchmark tests whether AI tutors recognize the precise moment a student needs help. Researchers measured if models provide hints too early or wait too long. This dataset highlights a gap in pedagogical timing. Developers can now refine LLM interventions to prevent over-helping and encourage active student problem-solving.