Background: Incidence of cancer-related fatigue (CRF), which can persist 5 to 10 years, is nearly 85% in cancer patients. It severely affects the quality of life and is strongly associated with poor prognosis. As clinical trial data on CRF treated with methylphenidate and ginseng, two potential medicines, has been accumulating, an updated meta-analysis was performed to evaluate and compare the efficacy and safety of the two medicines in CRF.Methods: Randomized controlled trials that investigated methylphenidate or ginseng in the treatment of CRF were identified through a literature search. The primary outcome was CRF relief. Standardized mean difference (SMD) was used to analyze the effect. Results: Eight studies on methylphenidate were included and the pooled SMD was 0.18 [95% confidence interval (95% CI): -0.00 to 0.35, P=0.05]. Five studies on ginseng were included and the SMD was 0.32 (95% CI: 0.17-0.46, P<0.0001). Results of network meta-analysis showed that the order was ginseng, methylphenidate, placebo from high efficacy to low and ginseng was significantly better than methylphenidate (SMD =0.23, 95% CI: 0.01-0.45). Incidences of insomnia and nausea caused by ginseng were significantly lower than those caused by methylphenidate (P<0.05).Conclusions: Both methylphenidate and ginseng can significantly ameliorate CRF. Ginseng may be superior to methylphenidate because ginseng may be more effective and might cause less adverse events. Head-to-head trials with fixed protocol are warranted to identify the optimal medical strategy.