That's why it is important to have confidence intervals, or intervals of some kind that captures the uncertainty in the estimates of whatever numerical metric o

That's why it is important to have confidence intervals, or intervals of some kind that captures the uncertainty in the estimates of whatever numerical metric one is tracking. Without those its easy to fall into the trap of tilting against windmills.