As a baseline, don't! If it performs horribly on the test and it cheated, that's even worse than if it fails the test and didn't cheat. So the benchmark score g

As a baseline, don't! If it performs horribly on the test and it cheated, that's even worse than if it fails the test and didn't cheat. So the benchmark score gives you an upper bound on performance.