Various publications for manga, anime and other media have provided acclaim and criticism of Yahiko's character. While reviewing the volume 8 from the manga, Mania Entertainment writer Megan Lavey applauded the way Yahiko starts acting much stronger after Kenshin's departure to Kyoto and noted that, along with the other characters starring in the volume, he is seen more in-depth. While reviewing volume 15, Lavey praised Yahiko's development during the series as he becomes a good fighter and his courage shows a remarkable potential to become a powerful swordsman. However, Carlos Ross from T.H.E.M. Anime Reviews criticized Yahiko for being "a bit annoying" during the start of the series but noted that he has his enjoyable moments. Matthew Warner from the "Fandom Post" stated that the reboot incarnation of Yahiko underwent a major character arc in his battle. In the" Critical Survey of Graphic Novels: Manga", multiple writers acknowledged how both Yahiko and Sagara Sanosuke spend their time in the series searching for ways to become stronger. However, they do it for a heroic reason which is assisting Kenshin.