Nature has recently published a Correspondence claiming the absence of fame biases in the editorial choice. The topic is interesting and deserves a deeper analysis than it was presented because the reported brief analysis and its conclusion are somewhat biased for many reasons, some of them are discussed here. Since the editorial assessment is a form of peer-review, the biases reported on external peer-reviews would, thus, apply to the editorial assessment, too. The biases would be proportional to the elitist level of a journal; the more elitist a journal, the more biased its decisions, unavoidably. The bias could be intentional or unintentional, conscious or subconscious, reflecting our imperfect human nature.Keywords Editorial bias Á Fame bias Á Peer review Á Manuscript submission Á Peer review bias Á Blind peer review Nature has recently published an 'auto-congratulator' Letter (Mahian 2015) in which the authors report that no fame biases would exist in editorial choice relating to the corresponding author in Letters submitted to Nature, based on a tiny sample (239 authors) analyzed. The topic is interesting and deserves a deeper analysis than it was presented by the author(s) because the authors' analysis and its conclusion are biased for many reasons.