Many cartels remain undetected by competition authorities. Even if detected, the estimated negative effects of price-fixing cartels on prices can be five times larger than the fines imposed by the authorities. That is, the level of fines is suboptimal. The analysis is based on the dataset of Connor and Lande. It partially contradicts the results of a recent study that suggests effective recovery of cartel injuries when cartels are discovered.