Abstract Background Varicocele is an abnormal expansion of the pampininias venous plexus in the scrotum, resulting in impaired spermproduction and reduced sperm quality. The exact pathophysiological mechanism leading to varicocele-related infertility has not been fully elucidated. Although treatable, varicocele may lead to male infertility. Objective To investigate the relationship between semenparameters, serum InhB and INSL-3 levels, and the degree of varicocele in malepatients. MethodsSerum InhB and INSL-3 were detected. To evaluate the relationship between semenparameters and serum InhB and INSL-3 levels. To evaluate the value of semenparameters and serum InhB and INSL-3 levels in distinguishing disease severity in patients with varicocele. Results Serum INSL-3 in patients with varicocele decreased with the severity of the disease. Serum INSL-3 was positively correlated with total sperm count and frequency of normal sperm morphology. There was a weak correlation between serum InhB and semen volume, concentration, and total sperm. Patients with different disease severity were similar within the groups, with partial overlap or similarity between varicocele Grade I and Grade II, and significant differences between Grade III and Grade I and II. Semen volume, concentration, total sperm, normal sperm morphology, and serum InhB and INSL-3 levels could distinguish the degree of varicocele. Conclusion Semenparameters and the combination of serum InhB and INSL-3 levels in patients with varicocele are closely related to the severity of the disease. Serum INSL-3 is expected to be a potential biomarker for early clinical intervention.