The ultimate goal of gifted education programs is to cultivate students' competences through challenging, enriching, and engaging opportunities for talent development. The purpose of this review is to present two main approaches of enrichment programs for gifted learners in Taiwan: the programs following the law and the alternative programs initiated by local authorities, private organizations, and researchers. The rationale and practice of program evaluation are also discussed to analyze Taiwan's gifted education program logics and qualities to reflect on the development of these programs. Finally, the prospects of program design and evaluation are proposed: (a) defining the criteria for success or effectiveness, (b) selecting or developing valid and reliable measurement tools and strategies, (c) conducting long-term evaluation plans and follow-up studies, and (d) promoting evidence-based decision-making in gifted education.