Dual-chip and quad-chip red light therapy panels differ in LED die count, heat concentration, wavelength mixing, and irradiance uniformity. Quad-chip designs may increase package output, but they require stronger thermal control. Real performance depends on measured irradiance, wavelength assignment, lens design, and production-level test reports—not chip count alone.