If the spring is going to be relatively long, and doesn't need to flex a lot, it can be made of plain mild steel. That's got plenty of spring.
If the spring is short, and has a lot of demand on it, or a lot of flex required, then it must be spring steel.
In the image below, the long patchbox spring is mild steel, and the small curled lid spring is made of spring steel.