Organic light‐emitting diodes (OLEDs) are a promising light‐emitting technology useful for various display applications1,2. Despite great progress in this field3−12, there is an ongoing challenge to realize high performance blue OLEDs with efficiency, good color purity, and device lifetime. Here, we report pure‐blue (CIEx,y color coordinates of [0.13, 0.16]) OLEDs with high‐efficiency (external quantum efficiency of 32 % at 1000 cd m−2), narrow‐emission (full‐width half maximum of 19 nm), and good stability (LT95 of 18 hours at an initial luminance of 1000 cd m−2). The design is based on a two‐unit stacked tandem hyperfluorescence (HF)‐OLED with an improved singlet‐excited energy transfer process from a sky‐blue TADF assistant dopant (AD) (HDT‐1) to a pure‐blue terminal emitter (TE) (v‐DABNA). Further, with sophisticated control of device architectures and materials combination, we report improved OLEDs.