Of course the one-boxers get more money: They were put in a situation in which they could either get $1 000 000 or $1 001 000, whereas the two-boxers were put in a situation in which they could get $0 or $1000.
It makes no sense to compare the two decisions the way you and Eliezer do. It's like organizing a swimming competition between an Olympic athlete who has to swim ten kilometers to win and an untrained fatass who only has to swim a hundred meters to win, and concluding that because the fatass wins more often than the athlete, therefore fatasses clearly make better swimmers than athletes.
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By construction, Omega's predictions are known to be essentially infallible. Given that, whatever you choose, you can safely assume Omega will have correctly predicted that choice. To what extent, then, is pre-commitment distinguishable from deciding on the spot?
In a sense there is an implicit pre-commitment in the structure of the problem; while you have not pre-committed to a choice on this specific problem, you are essentially pre-committed to a decision-making algorithm.
Eliezer's argument, if I understand it, is that any decision-making algorithm that results in two-boxing is by definition irrational due to giving a predictably bad outcome.
So he's assuming the conclusion that you get a bad outcome? Golly.