The TutorMoments dataset evaluates whether AI tutors can identify the exact moment a student needs help. Researchers tested if models provide hints too early or too late during problem-solving. This benchmark helps developers refine pedagogical timing. Practitioners can use these findings to prevent AI from over-assisting and hindering student learning.