Usually around 12am, some earlier, some later
Download nightliFYI: Nightclub FAQ is done from nightli's perspective and we recommend checking with multiple sources before you decide, see answer:
Just like in any big city the nightlife in Stockholm comes to life around midnight and goes on until morning.