A manhunt is now underway to find the suspect, who officers say is still at large.
Reports from Sweden say the man is thought to have fled towards a subway.
The Stockholm terror attack began when a truck drove into a crowd on a shopping street.
The vehicle then slammed into a department store, leaving at least three dead and eight wounded.
Dramatic images from the scene have now emerged showing the moment a man is detained after the attack in Sweden.