Large segments of populations in the industrialized West believe that immigrants cause crime. Some scholars suggest that it is generous welfare that attracts so-called “welfare magnets,” increasing the possibility that the worst kind of immigrant locates in strong welfare states. Empirical studies on crime, however, do not support the view that immigrants are more to blame for crime than natives, although some immigrant groups might be overrepresented in crime statistics. We address this question by examining if immigration increases crime within Norwegian municipalities, thereby, indirectly testing whether Norway, one of the most generous welfare states, acts as a magnet for “bad” immigrants. Our results do not support the view that a strong welfare state with a lenient penal system generates moral hazard, nor that welfare states systematically attract the “bad” immigrants. These results support a host of studies from other industrialized countries, particularly the US, showing higher immigrant populations associated with lower crime. The results from Norway, thus, while showing some support for the view that welfare potentially cushions the many pathologies associated with crime and victimization, mitigating the development of criminogenic environments, are also in line with an emerging academic consensus. This consensus suggests that immigration reduces crime, which is good news for progressive policy and for generating a more nuanced discourse on the subject.