Drug-related thrombocytopenia is a well-described but relatively rare complication of antibiotic therapy. In this entity, platelet destruction is immune-mediated, often resulting in a precipitous drop in platelet count over a short period of time. Most of these cases of thrombocytopenia are drug-dependent, as discontinuation of the offending agent frequently results in a timely return to baseline, pre-exposure platelet levels. We report the case of a 61-year-old male patient receiving vancomycin and ceftazidime for lower extremity wet gangrene who experienced a marked, acute reduction in platelet count 12 to 15 hours after starting antibiotic therapy. There was no readily apparent clinical or laboratory explanation for his thrombocytopenia. Pre- and post- antibiotic serum samples were preserved and sent for drug-dependent platelet antibody analysis. The pre-exposure specimen revealed the presence of IgG vancomycin-dependent platelet antibodies, while the post-exposure specimen demonstrated both IgG and IgM vancomycin-dependent platelet antibodies. Ceftazidime-dependent platelet antibodies were not identified in either sample. These findings indicate prior sensitization to vancomycin, with subsequent acute production of IgM anti-platelet antibodies after re-exposure to the antibiotic. The patient's antibiotics were held after the acute-onset of thrombocytopenia with subsequent restoration of normal platelet counts within 4 days of drug withdrawal, and the patient at no time experienced significant adverse bleeding events. Antibiotic therapy with vancomycin is a rare and perhaps overlooked cause for new-onset thrombocytopenia in hospitalized patients. This case illustrates that the development of severe thrombocytopenia within hours of vancomycin administration does not rule out drug-related immune clearance, as the rapid platelet destruction may indicate an anamnestic antibody response to the drug after previous exposure. In such a scenario, immediate discontinuation of vancomycin is recommended to improve platelet counts. From a laboratory perspective, retrieval of serum both pre- and post-administration of vancomycin is most helpful in determining a patient's drug-immunization status and can help guide safe drug use during future infections.