Oct 29, 2017 · Put a little too much sugar (or cream) in your coffee, or drink an energy drink with too many calories in it, and you could easily ruin any weight loss benefits of caffeine. Other than that, caffeine remains one of the rare few weight loss supplements that have actually been proven to work for weight loss.