The present invention relates to a pharmaceutical composition for preventing or treating cancer, which contains a glucose uptake inhibitor and a sesquiterpene lactone. The pharmaceutical composition according to the present invention is capable of effectively inhibiting the proliferation of not only cancer cells but also cancer stem cells, thereby preventing and/or treating cancer, and furthermore, preventing the resistance, metastasis and recurrence of cancer.