The TutorMoments benchmark tests whether AI tutors recognize the optimal moment to provide hints versus allowing students to struggle. Researchers analyzed how models balance guidance with learner autonomy. This dataset helps developers refine pedagogical timing. Practitioners can now measure if their agents over-assist, which often hinders long-term knowledge retention in educational software.