Caffeine is a commonly used stimulant in our society. Prior case reports have described acute caffeine overdose resulting in rhabdomyolysis and acute kidney injury (AKI). We present the case of a 29-year-old man who presented to the emergency department after ingesting 20.1 g of caffeine in a suicide attempt and experienced AKI with only mildly elevated creatine kinase (CK). This case highlights the possibility that AKI can result from a caffeine overdose, even if the patient’s CK is only slightly elevated.