My prediction is approximately that all of the above get created in various quantity by different groups of people at approximately the same time. Hardware fabrication in the real world is a (relatively) slow process. In such a scenario it seems far from certain that a single AGI would decisively gain the upper hand. The ensuing chaos seems completely impossible to predict much of anything about.