Plan how long to run your test, check if the result is real, and find out whether you can stop. Your numbers never leave this page.
Confidence: how sure you want to be that a winner is real and not luck. At 95%, about 1 in 20 "winners" in tests with no real difference would be false alarms.
Power: the chance your test spots a lift if it really exists at the size you entered. At 80%, a real lift of that size is missed about 1 time in 5.