When you run an A/B test, your audience will be split between the tested ad sets or campaigns to prevent overlap. If you run an unscientific test by running multiple campaigns or ad sets to find the best optimization option, you won't get optimal results during the test due to auction overlap. Find the winner and then shut off the other options so that you can go fresh with the winning version.