High flow nasal oxygen (HFNO) is proven to be effective in non-COVID-19 hypoxemic respiratory failure. In the beginning of the COVID-19 pandemic, HFNO was quickly introduced into daily clinical practice, although the evidence of its effectiveness in COVID-19 was limited. Randomized controlled trials suggest that HFNO has no effect on survival. However, HFNO may lead to less intubations in comparison with conventional oxygen therapy. The evidence of HFNO use in patients with do-not-intubate orders remains very limited. However, in these patients, improvement in comfort could be an important argument to start treatment with HFNO. Additional research is needed to make an evidence based consideration about the clinical use of HFNO in COVID-19 care.