> IMHO too often people dont consider big O because it works fine with their 10 row test case.... And then it grinds to a halt when given a real problem

Not if the user can, say, farm 1,000,000 different rows 100 times over an hour and a half while gossiping with their office mates. I over Excel as Exhibit A.