Non‐biting midges (Diptera: Chironomidae) adapt to species‐specific environmental conditions and hence are promising bioindicators for aquatic and ecotoxicological monitoring. Although their utility for these purposes was historically limited by difficulties in their morphological identification, DNA barcoding offers a possible solution. Here, eight Japanese species of the genus Chironomus, which is characterized by its worldwide distribution and abundance among Chironomidae, were subjected to DNA barcoding using cytochromec oxidase subunit I (COI). To examine whether this DNA barcode is a useful indicator for Japanese species of Chironomus, we calculated genetic distances within and between the COI sequences of Chironomus species both from this study and worldwide and constructed phylogenetic trees. Based on 415 bp COI sequences and the Kimura two‐parameter model, the average genetic distances within 37 species and between 72 species were 2.6% and 17.2%, respectively. Although the ranges of genetic distances within and between species overlapped from 0.8% to 17.3%, 99.7% of average genetic distances between species were >3.0%. Some of this overlap is attributable to distances within species that were “too large” as well as those between species that were “too small”. Of eight Japanese species examined, two showed genetic distances between species that were below a 3.0% threshold, and four had distances within species that were greater than 3.0%. These results suggest a possible reclassification of these species and the need for further sampling to unveil biogeographic variations among different countries and regions.