I think their biggest advantage is how well-suited they'd be for colonizing other stars. They wouldn't need to find suitable planets -- they'd only need energy from the stars. They could just send out seeds and grow new digital life at the destination. Probably the typical scenario for a galaxy is that an intelligent technological civilization arises on a single planet, and they distribute machine intelligence throughout the galaxy.