Abstract We reported previously that tumor-evoked regulatory B cells (tBregs) play an essential role in breast cancer lung metastasis by inducing TGF-β–dependent conversion of metastasis-promoting Foxp3+ regulatory T cells (Tregs). In this article, we show that resveratrol (RSV), a plant-derived polyphenol, at low and noncytotoxic doses for immune cells, can efficiently inhibit lung metastasis in mice. The mechanism of this process is that RSV inactivates Stat3, preventing the generation and function of tBregs, including expression of TGF-β. As a result, it frees antitumor effector immune responses by disabling tBreg-induced conversion of Foxp3+ Tregs. We propose that low doses of RSV may also benefit humans by controlling cancer escape–promoting tBregs/Tregs without nonspecific inactivation of effector immune cells.