Gunjou no Fanfare episode 1 establishes a coming-of-age narrative centered on three teenagers—a former idol, a prodigy, and a racing heir—navigating the intense environment of a horse racing school. The premiere highlights themes of identity and leaving behind societal expectations, utilizing a blend of 2D and CGI animation to depict the high-stakes sport.