Both Artifactory and Nexus can handle any type of file, as they both are “Binary Repository Managers”.
Albeit that, Nexus can technically store any file, but lacks support for binaries that do not adhere to the Maven repository layout. For example, such files will not be indexed and cannot be retrieved in searches; Also, if non-Maven artifacts encumber module information in their path, then currently Artifactory is the only repository that can make use of that and allow version based operations on artifacts (e.g., download latest version query)
Although both of these tools have started out by solving a problem in the Maven world, the need for smart binary management has been recognized in many other fields, operations included.
Binaries do need a specialized manager, and although network shares/SCM/file servers seem like a viable option in the beginning; they just don’t scale.
Also see my answer to a similar question for some of the benefits of a manager over the other ad-hoc solutions.