Fish consumption advice should boost seafood intake and lower mercury exposure. Epidemiology describes benefits and risks of fish intake in general terms. Benefit-risk models compare relative pros and cons of specific seafood choices. Models conflict with epidemiology; divergent advice leaves consumers uncertain. The two approaches are integrated here to provide an improved basis for advice.