Bounded rational behaviour is commonly observed in experimental games and in real life situations. Neuroeconomics can help to understand the mental processing underlying bounded rationality and out-of-equilibrium behaviour. Here we report results from a recent study on the neural basis of limited steps of reasoning in a competitive setting – the beauty contest game. We describe how a cognitive hierarchy model fits both behavioural and brain data.