How Do You Compare Trading Opportunities When Their Expected Returns Are Similar but Their Risks Differ?

Two setups may appear equally attractive in terms of potential profit while differing in stop distance, volatility, correlation, or the chance of adverse movement. What method would you use to rank them? Would you favour the lower-risk setup, the clearer invalidation point, or the opportunity that fits your portfolio best?