@cshentrup there is a 100% chance you lost 0.5M in expectation, a 50% chance you lost 2M in fact, under your scenario. it's not a mere matter of declining marginal utility. under some functions — with declining marginal utility — a very wealthy person takes that bet. Under others they do not. See https://en.wikipedia.org/wiki/Risk_aversion