I don't believe this. The first four generation bots played disgustingly horrific moves, moves that I wouldn't think of as a 300 elo. And people tell me that 300 elo is bad.
No, the reason they did so well at first is because they have a strong opening book programmed into them, after the opening theory, they start playing like their elo.