Background: Hepatocellular carcinoma (HCC) is one of the most common malignant tumors. However, the molecular mechanism of its pathogenesis remains to be studied. This study aimed to identify potential KIF genes associated with HCC progression. Methods: We used bioinformatics to initially analyze the expression level and prognostic significance of KIF factors in HCC. Results: We found that compared with the normal control group, KIF2C, 4A, 10, 11, 14, 18B, 20A, and 23 mRNA expression levels increased significantly in HCC. 8 KIF factors had different levels of gene amplification, depth to delete, and missense mutation, and were closely related to the clinical-pathologic stage. Gene set enrichment analysis showed that high mRNA expression of 8 KIF factors in HCC patients were associated with cell cycle, mismatch repair, homologous recombination, and DNA replication. Conclusions: This study expands our understanding of KIF factors in HCC and can provide a theoretical basis for further basic and clinical research in HCC.