A simple, rapid, and low-cost test measuring synovial fluid specific gravity shows high accuracy and excellent specificity for diagnosing hip and knee periprosthetic joint infection. This method can quickly help rule in infections during revision surgeries, making it a practical point-of-care tool, especially in clinics or hospitals with limited resources. Its performance supports use alongside established lab markers for better patient outcomes.