Immunotherapy has underscored a revolution in cancer treatment. Yet, many patients fail to respond due to T cell exhaustion. Here, an intervention that restores mitochondrial function reversed the exhausted T cell phenotype to promote cytotoxicity and durable anti-tumour responses in vivo.