To characterize the cell cycle‐based classification of HCC, we constructed a three‐gene prognostic model, including BIRC5, C8G, and SPP1, which had strong robustness and a stable predictive performance in the datasets from two different cohorts. This evidence concerns the gene SPP1 and hepatocellular carcinoma.