It hugely depends on the quality of the light. Look at CRI (and the newer, better TM-30). Low quality LED lighting is just terrible, the room appears light but colors and details are poor.
Black body will probably always be better, but people unhappy with LED often have CRI < 80 LEDs when even 95+ isn’t necessarily great.