We noticed the air difference almost immediatelyq. I no longer awaken with congestion, and my wife no longer coughs in her office. The 411's air quality auto function is quite sensitive. If the room's door is open for a while, it senses the non-filtered air's entry and increases the fan speed to filter at a greater volume. Blueair makes quality products!