Yes, I think this would most likely not benefit from major firepower. But then, the first step is setting out our goal. Given the message, I think we should genuinely concentrate on finding any survivors and escaping with them, first and foremost. Secondary, perhaps checking to see what of the technology is salvagable and whether the portal is still functional. Fighting the beast should be a last resort.