The measurement of territorial spatial conflict degrees and the identification of conflict areas are important issues in the field of regional development planning. The scientific and comprehensive recognition and measurement of territorial spatial utilization conflicts, from a multidimensional perspective, are significant for the optimization of reasonable land use and the realization of sustainable spatial development in various regions. In this study, the territorial spatial development and utilization conflicts in Yibin were measured and analyzed in terms of the development intensity, landscape pattern index, and spatial suitability from a multidimensional perspective of the “upper limit-structure-bottom line” perspective of territorial spaces. Certain corresponding development strategies were proposed, and some major conclusions could be drawn: (1) In terms of the development intensity, the developable intensity value for most townships in Yibin is lower than the minimum developable intensity value, indicating their fine development potential in the future. However, the current development intensity of a few townships is higher than the maximum developable intensity value. These townships can be divided into topographic restricted zones, urban concentrated zones, and natural reserves. (2) In terms of landscape conflict, areas with mild, moderate, and severe conflict in the southern region of Yibin decreased significantly from 1990 to 2018, and severe conflict areas in the middle and northern regions decreased; however, moderate and mild conflict areas increased. Potential ecological conflict risks to the landscape cannot be ignored. (3) For spatial suitability, urban spatial conflict areas, agricultural spatial conflict areas, urban–ecological spatial conflict areas, and agricultural–ecological spatial conflict areas were recognized according to a comparison of the utilization status and suitability assessment results. (4) According to estimation results of three types of conflicts, townships in Yibin were divided into eight types of conflicts: (1) conflict caused by improper urban planning to squeeze ecological spaces and replace agricultural spaces; (2) conflict caused by extensive and disordered agricultural development; (3) conflict controlled by the squeezing of ecological spaces; (4) conflict controlled by the encroachment of ecological spaces; (5) conflict caused by backward urbanization; (6) conflict caused by low-level agricultural development; (7) conflict caused by overall development hysteresis; and (8) conflict caused by a shortage of development space. This study has some theoretical and practical implications for a comprehensive understanding of territorial spatial development patterns and their degrees, the scientific recognition and trade-off of multidimensional territorial spatial utilization conflicts, and realizing sustainable development in certain regions.