Remember that the average criminal isn't the smartest, and then realize that the smart ones likely never get caught.

(Also, to be fair, it can be part of the evidence presented that the suspect was known to own a 9mm Glock, say, and that he has no reasonable explanation as to why it couldn't be located. This is usually circumstantial but that can be used to explain deficiencies in the case vs used as proof.)