Highly efficient blue quantum-dot light-emitting diodes (QLEDs) are still challenging to use in displays and solid-state lighting. Enhancing light outcoupling is one of the most effective methods to improve the performance of blue QLEDs. Here, a strategy for a spectrally independent boost in light outcoupling of blue QLEDs is demonstrated by quasi-periodic wrinkles, which are successfully used as a diffraction grating for extracting trapped light at the substrate/air interface. The quasi-periodic wrinkles can be adjusted from nano-scale to micron-scale under the condition of a constant aspect ratio, and the optimized wrinkle device shows a maximum luminance of 11 769 cd m-2 and a peak EQE of 15.41%. The enhancement of EQE is 49.5% higher compared to that of the reference device. Furthermore, simulation and calculation also indicate that external micron-scattering wrinkle patterns are an attractive option for boosting the performances of blue QLEDs.