Going off of Ashaman's lemmings, a similar explanation for your aliens can be cicadas. Cicadas live and mature underground Some 'periodical' cicadas have huge (numerically) and wide-spread (geographically) broods that predictably emerge after a number of years pass (depending on the brood - different broods have different, but self-consistent, cycles). When they emerge, the entire brood emerges en-mass, and tens or hundreds of millions of cicadas swarm over the trees mating and laying eggs for a few weeks, shedding their skins, and then dying/going back underground.
They are predictable enough, we know what brood is going to emerge in what year. In terms of geographic spread, we're talking covering entire states. Wikipedia says some broods have 13 years underground, and others have 17 years underground before emerging.
In Kansas City, Missouri (USA), we just about every year have regular cicadas humming quietly in the background at certain times of the year. But in 2011, Brood XIX emerged - they hummed, all right, but it was anything but 'quiet'. Apart from the noise, they weren't any nuisance - you'd barely see them unless you are looking at the trees up-close, and they don't bite or sting or really do anything annoying. (Apparently this one 'brood' (Brood XIX) actually has four different species in it - I wasn't aware of that, but that may help your lore also).
I recall watching a documentary recently (I think it was a 'Planet Earth' episode) about the Taiga forest, and how one cyclic insect species comes out to mate, and is so plentiful they cover the trees, and the animals engorge themselves on the insects, and even then there are so many millions of insects that, once done laying their eggs, fall and cover the forest floor thickly enough to provide fertilizer for the trees.
Your alien species could go on a mating frenzy on their own home planet, lay their eggs on the home planet, and then they all leave the planet to go on a feeding frenzy before they die of natural causes leaving their corpses on foreign planets. I don't know why they'd need to go on a feeding frenzy after mating and right before dying, but this would conveniently get rid of them having to go out and then come back, and explains why they aren't spreading to those planets. Also, their mating season provides a natural "warning" to players before their "rampage" season begins.
It also would explain their really good defenses except after rampaging - normally, they are an intelligent species that sticks to their own planet, but have really good defenses to defend themselves from all the other species that hate them for their rampages. But when their rampages begin, they go crazy and all but abandon their home planet. Or perhaps they don't go crazy? Maybe, they are similar to salmon:
"Condition tends to deteriorate the longer the fish remain in fresh water, and they then deteriorate further after they spawn, when they are known as kelts. In all species of Pacific salmon, the mature individuals die within a few days or weeks of spawning, a trait known as semelparity."
So, the alien species mates on their own planet, and lay their eggs on their own planet, then, knowing they are going to die in several months (due to their own biology), leave only a small contingency on the planet as a rear-guard, and in their last few months of living, intentionally go on a rampage to weaken every other intelligent space-faring species, to set the other planets' development back far enough that the newly laid eggs have a chance to hatch and mature before they are able to defend themselves.