Cancer is the second most prevalent disease worldwide and it presents characteristic hallmarks common to all its types. Within these, it has been described a reprogramming of its energy metabolism, characterized by the preferential use of glucose as energy source in an aerobic glycolysis process. Although this feature may provide adaptive advantages to tumoral cells, it has been described as a weakness that could make them more vulnerable. The ketogenic diet, characterized by high fat and very low carbohydrate intake, aims to eliminate glucose, the main fuel used by cancer cells. Animal studies have described promising results in terms of survival and regression of tumor size; nonetheless, these have failed to replicate in human studies. Furthermore, the ketogenic diet presents possible adverse effects when used in the long term, which should be considered in a vulnerable population such as cancer patients. To date, there is no solid evidence to demonstrate the effectiveness of the ketogenic diet in tumor progression or in overall survival of cancer patients, since most of the studies are observational, uncontrolled, and of short duration. At the moment, we only have limited data to guide us, and at the same time, to promote further study of this approach as a therapeutic opportunity.