Theoretical virtues play an important role in the acceptance and belief of theories in science and philosophy. Philosophers have well-developed views on which virtues ought and ought not to influence one’s acceptance and belief. But what do scientists think? This paper presents the results of a quantitative study with scientists from the natural and social sciences and compared their views to those held by philosophers. Some of the main results are: (i) there is broad agreement across all three groups about how the virtues are to be ranked, (ii) all groups agree that unification is an epistemic virtue and there is even some evidence that simplicity is viewed as epistemic by scientists, (iii) all groups consider syntactic parsimony as more i...