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Determining how long to run an experiment

How do I know when I'm done with an A/B test?

  • You have achieved significance (positive or negative)
  • You no longer observe meaningful trends in your p-value
    • That is, you don't see any indication that your experiment will "converge" on a result over time
  • You reach some pre-established upper bound on time