Comment by hidden-markov

Indeed, much faster than Monte Carlo integration:

  5.778  evaluation.py:20(evaluate) # Sampling version
  0.043  evaluation.py:64(evaluate) # Closed formula

(See my A/B testing library https://github.com/bogdan-kulynych/trials)