This paper reports on the measurement of the impact of impeller eccentricity on the stability of a radial compressor. The test radial compressor is a shrouded type with a vaneless diffuser. The relative eccentricity between the impeller and the casing has been achieved by offsetting the casing with precision shims. The eccentric impeller induces tangential flow redistribution, resulting in non-axisymmetric flow field, especially at the impeller exit. At the design condition, eccentricity has little influence on the compressor pressure rise. However, near the instability onset point, pressure rise decreases slightly as the eccentricity is increased. Under the baseline conditions, the compressor goes directly into classic surge at the flow coefficient of 0.0218. However, under eccentric conditions, the compressor goes into rotating stall first and then goes into surge. Before going into rotating stall, the compressor exhibits a modal-type stall behavior. With increasing eccentricity, rotating stall onset flow coefficient increases, but the subsequent surge appears at the same flow coefficient of 0.0218.