Cancer poses a major global health challenge, and immunotherapy, known as the third revolution in cancer treatment, has brought new hope to patients. The emerging field of immunometabolism has further enhanced the safety and efficacy of immunotherapy. Over the past two decades, this field has rapidly evolved in oncology, leading to numerous significant findings. This review systematically examines the literature on immunometabolism in cancer, visualizing research trends and identifying future directions.