Insects make up an exceptionally abundant class in nature and play a crucial role in various aspects of social life. Currently, research on the structural characteristics and properties of insects has become indispensable for multiple disciplines, particularly in the field of insect science and several key agricultural sectors. With the advancement of technology, high-precision three-dimensional (3D) insect modeling has emerged as a novel approach that is both visually intuitive and highly effective. These models can be reconstructed using photogrammetry technology, which is distinguished by its professional algorithmic support. This paper presents research on 3D insect models generated using photogrammetry technology through three prominent tools: Agisoft Metashape, Meshroom, and COLMAP. Furthermore, a comparative analysis is conducted based on specific evaluation criteria using CloudCompare software. Based on the findings, we propose the selection of an appropriate tool for scientists and practitioners in the process of developing, automating, and improving research samples related to insect science.