This paper investigates the fabrication and analysis of artificial bone pins using various nanocomposite materials. The study explores the mechanical properties and biocompatibility of these artificial bone pins through Finite Element Method (FEM) analysis, comparing them with natural bone. Three distinct samples of artificial bone pins were synthesized, each with a unique chemical composition. The analysis includes directional deformation and equivalent stress measurements for each sample, revealing their performance relative to natural bone. Results indicate that Sample 1 and Sample 2 nanocomposite materials closely resemble the properties of natural bone, suggesting their potential for bone pin implants. However, Sample 3 exhibits inferior performance compared to the other samples and natural bone. Overall, this study contributes to the development of more effective artificial bone structures and materials, offering insights into potential implant materials with properties akin to natural bone.