Inspection pass rates alone do not accurately reflect welding quality because they do not account for the time and cost of rework and repair. Tracking rework, repair, and reject rates provides a clearer picture of process stability and efficiency. These metrics reveal underlying problems in procedures, joint design, parameter control, and qualification practices that inspection alone cannot identify. This article explains how meaningful welding quality metrics can be tracked and used to drive improvement. When paired with effective process control, these metrics help fabricators reduce defects, improve productivity, and maintain consistent quality.