Who benefits most
Dawn simulation earns its keep when your alarm regularly goes off before natural light reaches the room. That covers winter mornings at higher latitudes, early shifts, and anyone with blackout curtains who still needs a consistent wake time.
It helps far less if you already wake to daylight, or if the underlying problem is not enough sleep. A gradual light makes waking gentler; it cannot substitute for an earlier bedtime.