We present a simple framework that allows us to examine the cross-country exporter productivity gap without accessing confidential firm-level data. This gap depends on the three readily available statistics: the productivity gap between two countries; the export participation rates; and export premia. This gap holds irrespective of the distribution underlying firm productivity and irrespective of the presence of fixed costs. Under specific conditions, allocative efficiency may affect the exporter productivity gap. The empirical analysis globally validates this exercise.