Terahertz (THz) radiation, a frequency band sitting between infrared and microwave bands, enables a wide range of applications spanning from astronomy to biomedicine. However, ultrahigh-sensitive THz detection at the single-photo level remains elusive. Realizing THz technologies at this resolution would push the scope of far-infrared spectroscopy and communication technologies; therefore, it has attracted significant attention in research.