This study aimed to identify editorial features that can distinguish predatory and legitimate open access journals in the discipline of language and linguistics. Fifty-six journals from the Directory of Open Access Journals (DOAJ) and an equal number of journals from Beall’s updated list of potential predatory journals (PPJs) were selected for a close examination. Analyses showed that these two groups of journals differed markedly in a large number of editorial features: certain publication frequencies, contact address and contact information, mean number of articles published per year, specialized focus, mean peer review time, claimed adoption of peer review, submission mode, listing of editor(s)-in-chief, relevance of their expertise, mean number of editorial board members, availability of the guide for authors and aims/scope sections, an APC for open access, mean APC, claimed indexation by DOAJ, provision of ethical guidelines and publishing policies, and presence of DOIs. Nevertheless, they did not differ significantly with regard to mean years of editorial activity, mention of average peer review time, mention of acceptance rate, mean number of editorial board members, mean number of editors, listing of editorial boards, claimed indexation by Google Scholar/ERIC/Scopus/Web of Science, COPE membership, and availability of ISSNs. These findings point to distinguishing editorial features that language and linguistics scholars need to consider when they look for legitimate open access journals to disseminate their research.