When the difference actually is significant
Strategy A has an estimated edge of bp with standard error bp (, extremely significant). Strategy B has an estimated edge of bp with standard error bp (, not significant).
Test whether A's edge significantly exceeds B's, and explain why this case shows that you cannot skip the difference test even when it seems obvious.