So since Optimizely basically lets the test run until it "reaches statistical significance" with their Chance to Beat Baseline number, would you say they are doing it wrong?
Methodology here: https://help.optimizely.com/hc/en-us/articles/200039895-Chan...
I've often run tests that seem to be in the 90%+ chance to beat baseline, but the graphs just didn't look like they were finished or had enough data, so I'd let it run a bit longer. Sure enough, big changes in percent lift, and also big changes in confidence dropping down below 90% (sometimes MUCH lower), and occasionally coming back up.